TY - CONF
T1 - Best of Both Worlds: The Inclusion of Gamification in Virtual Lab Environments to Increase Educational Value
T2 - Proceedings of the 56th Hawaii International Conference on System Sciences
Y1 - 2023
A1 - Shadbad,Forough
A1 - Bahr,Gabriel
A1 - Luse,Andy
A1 - Hammer,Bryan
KW - BIS
JA - Proceedings of the 56th Hawaii International Conference on System Sciences
U2 - b
U4 - 251500314624
ID - 251500314624
ER -
TY - JOUR
T1 - Hackalytics: Using Computer Hacking to Engage Students in Analytics
JF - Journal of Information Systems Education
Y1 - 2023
A1 - Luse,Andy
A1 - Shadbad,Forough
KW - BIS
U2 - a
U4 - 233743620096
ID - 233743620096
ER -
TY - CONF
T1 - Interactive Network Visualization of Educational Standards, Learning Resources and Learning Progressions
T2 - Proceedings IV2023 - 27th International Conference on Information Visualisation
Y1 - 2023
A1 - Reitsma,Reindert
A1 - Hoglund,Brian
A1 - Achatz,Nikolas
A1 - Marks,Andrea
KW - BIS
KW - Design Program
AB - We present a novel, network- and browser-based visualization of the Next Generation Science Standards (NGSS). The NGSS are meant to guide (USA) K-12 science and engineering learning and are almost always presented using text and tables. Their connectivity, however, lends them well for network modeling and interactive network visualization.
JA - Proceedings IV2023 - 27th International Conference on Information Visualisation
U2 - b
U4 - 256122902528
ID - 256122902528
ER -
TY - CONF
T1 - Do Measures of Security Compliance Intent Equal Non-Compliance Scenario Agreement?
T2 - WISP2022: 2022 Workshop on Information Security and Privacy (WISP)
Y1 - 2022
A1 - Marshall,Byron
A1 - Shadbad,Forough
A1 - Curry,Michael
A1 - Biros,David
KW - Accounting
KW - BIS
AB - To better protect organizations from the threat of insiders, IS security (ISS) research frequently emphasizes IS Security Policy (ISP) behavior. The effectiveness of an assessment model is typically analyzed either using short survey statements (behavior survey) or by using scenario agreement (prospective scenario) to measure current and prospective compliance (or non-compliance) behavior. However, a significant gap is the lack of statistical evidence to demonstrate that these two measures or dependent variables (DV) sufficiently agree with one another. We report on an effort to compare and contrast two assessment models which employed alternate styles of DVs and demonstrate that the primary construct from two different ISS behavioral theories had approximately the same effect size on either of the DVs. Our findings add support for substantial (but not overly correlated) synchronization between the two DV values, since we also observe that the prospective scenario non-compliance measure resulted in lower model fit while the behavior survey compliance measures fit both models with higher accuracy. We discuss our findings and recommend that for many studies there can be value in employing both DVs.
JA - WISP2022: 2022 Workshop on Information Security and Privacy (WISP)
CY - Copenhagen, Denmark, Dec. 2022
U2 - b
U4 - 245830387712
ID - 245830387712
ER -
TY - CONF
T1 - Do Measures of Security Compliance Intent Equal Non-Compliance Scenario Agreement?
T2 - WISP2022: 2022 Workshop on Information Security and Privacy (WISP)
Y1 - 2022
A1 - Marshall,Byron
A1 - Shadbad,Forough
A1 - Curry,Michael
A1 - Biros,David
KW - Accounting
KW - BIS
AB - To better protect organizations from the threat of insiders, IS security (ISS) research frequently emphasizes IS Security Policy (ISP) behavior. The effectiveness of an assessment model is typically analyzed either using short survey statements (behavior survey) or by using scenario agreement (prospective scenario) to measure current and prospective compliance (or non-compliance) behavior. However, a significant gap is the lack of statistical evidence to demonstrate that these two measures or dependent variables (DV) sufficiently agree with one another. We report on an effort to compare and contrast two assessment models which employed alternate styles of DVs and demonstrate that the primary construct from two different ISS behavioral theories had approximately the same effect size on either of the DVs. Our findings add support for substantial (but not overly correlated) synchronization between the two DV values, since we also observe that the prospective scenario non-compliance measure resulted in lower model fit while the behavior survey compliance measures fit both models with higher accuracy. We discuss our findings and recommend that for many studies there can be value in employing both DVs.
JA - WISP2022: 2022 Workshop on Information Security and Privacy (WISP)
CY - Copenhagen, Denmark, Dec. 2022
UR - https://aisel.aisnet.org/wisp2022/19
U2 - b
U4 - 245830387712
ID - 245830387712
ER -
TY - HEAR
T1 - Does Platform Control Matter? A Meta-Analysis
Y1 - 2022
A1 - Roberts,Nicholas
A1 - Kim,I.
A1 - Iyengar,K.
A1 - Gerow,J.
KW - BIS
JA - Front Range Information Systems Research Seminar
U2 - c
U4 - 272321890304
ID - 272321890304
ER -
TY - JOUR
T1 - Generational Differences in Perceiving the Technology Interruptions: A qualitative Study
JF - European Journal of Information Systems
Y1 - 2022
A1 - Kalgotra,Pankush
A1 - Baham,Corey
A1 - Shadbad,Forough
A1 - Sharda,Ramesh
KW - BIS
U2 - a
U4 - 222247022592
ID - 222247022592
ER -
TY - JOUR
T1 - Need for Speed, but How Much Does It Cost? Unpacking the Fee-Speed Relationship in Cryptocurrency Transactions
JF - Journal of Operations Management
Y1 - 2022
A1 - Shang,Guangzhi
A1 - Ilk,Noyan
A1 - Fan,Shaokun
KW - BIS
KW - Business Analytics
U2 - a
U4 - 218914275328
ID - 218914275328
ER -
TY - ADVS
T1 - NGSS Explorer (Curriculum Network Visualization)
Y1 - 2022
A1 - Reitsma,Reindert
A1 - Hoglund,Brian
A1 - Achatz,Nikolas
KW - BIS
UR - https://www.teachengineering.org/ngss_explorer
U2 - d
U4 - 253092712448
ID - 253092712448
ER -
TY - CONF
T1 - Pixel Importance: The Impact of Saturation and Brightness on the Spread of Information on Social Media
T2 - Springer Cham
Y1 - 2022
A1 - Kaskela,Timothy
A1 - Zhu,Bin
A1 - Sayali,Dhamapurkar
KW - BIS
KW - Business Analytics
JA - Springer Cham
SN - 1865-1348
CP - 1
U2 - b
U4 - 233601298432
ID - 233601298432
ER -
TY - JOUR
T1 - Psychological Contract Violations on Information Disclosure: A study of Interpersonal Arrangements and Trust Transference in Social Media Platforms
JF - Communications of the Association for Information Systems
Y1 - 2022
A1 - Hammer,Bryan
A1 - Shadbad,Forough
KW - BIS
U2 - a
U4 - 222247026688
ID - 222247026688
ER -
TY - CONF
T1 - Supporting Student Collaboration for Online Learning: The Impact of Two Instructional Interventions
T2 - Association for Information Systems - Special Interest Group - Education (AIS - SIG - Ed) - 2021
Y1 - 2022
A1 - Tyran,Craig K
A1 - Raja,V.T.
A1 - Tyran,Kristi L
KW - BIS
AB - This research provides an overview of an exploratory study that is being conducted to investigate two potential ways in which an instructor may be able to support online student teams assigned to analyze a case and create a collaborative digital document. Specifically, the study was designed to examine the impact of instructor leadership style and process structure on student perceptions and performance. Data has been collected for 60 3-person teams of students enrolled in an upper-division undergraduate information systems course entitled “Business Process Management.” The research data has been collected and will be analyzed. Preliminary findings from the study will be discussed.
JA - Association for Information Systems - Special Interest Group - Education (AIS - SIG - Ed) - 2021
U2 - b
U4 - 233775153152
ID - 233775153152
ER -
TY - BOOK
T1 - A Tale of Two Systems. A Review of the architecting and re-architecting of a long-lived website; (2nd edition)
Y1 - 2022
A1 - Reitsma,Reindert
A1 - Krueger,Kevin
KW - BIS
UR - https://open.oregonstate.education/taleoftwosystems/
U2 - d
U4 - 158829608960
ID - 158829608960
ER -
TY - ABST
T1 - Will SOC Telemetry Data Improve Predictive Models of User Riskiness? A Work in Progress
Y1 - 2022
A1 - Curry,Michael
A1 - Marshall,Byron
A1 - Shadbad,Forough
A1 - Hong,Sanghyun
KW - Accounting
KW - BIS
AB - This extended abstract describes our planned efforts to usefully integrate psychometric and telemetry data to help identify cybersecurity risks and more effectively analyze cybersecurity events.
CY - Copenhagen, Denmark, Dec. 2022
U2 - d
U4 - 245830223872
ID - 245830223872
ER -
TY - CHAP
T1 - Breadcrumbs
Y1 - 2021
A1 - Reitsma,Reindert
KW - BIS
AB - Reflections on the work and contributions of Dr. Paul Hendriks, Professor of Knowledge Management at Radboud University, Nijmegen, The Netherlands.
CY - Nijmegen
U2 - d
U4 - 233150005248
ID - 233150005248
ER -
TY - JOUR
T1 - Destabilization and Consolidation: Conceptualizing, Measuring, and Validating the Dual Characteristics of Technology
JF - Research Policy
Y1 - 2021
A1 - Chen,Jiyao
A1 - Shao,Rong
A1 - Fan,Shaokun
KW - BIS
KW - Business Analytics
KW - Finance
KW - Strategy & Entrepreneurship
VL - 50
CP - 1
U2 - a
U4 - 162168494080
ID - 162168494080
ER -
TY - JOUR
T1 - Dividend or No Dividend in Delegated Blockchain Governance: A Game Theoretic Analysis
JF - Journal of Systems Science and Systems Engineering
Y1 - 2021
A1 - Pan,Dapeng
A1 - Zhao,J. Leon
A1 - Fan,Shaokun
A1 - Zhang,Ziqiong
KW - BIS
KW - Business Analytics
U2 - a
U4 - 218917623808
ID - 218917623808
ER -
TY - CHAP
T1 - Does Technostress Triger Insider Threat? A conceptual Model and Mitigation Solutions
Y1 - 2021
A1 - Shadbad,Forough
A1 - Biros,David
KW - BIS
U2 - d
U4 - 222247006208
ID - 222247006208
ER -
TY - JOUR
T1 - Enhancing decision-making with data quality metadata
JF - Journal of Systems and Information Technology
Y1 - 2021
A1 - Shankaranarayanan,G
A1 - Zhu,Bin
KW - BIS
KW - Business Analytics
VL - 23
CP - 2
U2 - a
U4 - 167338096640
ID - 167338096640
ER -
TY - JOUR
T1 - Machine Learning and Survey-based Predictors of InfoSec Non-Compliance
JF - ACM Transactions on Management Information Systems
Y1 - 2021
A1 - Marshall,Byron
A1 - Curry,Michael
A1 - Correia,John
A1 - Crossler,Robert E
KW - Accounting
KW - BIS
U2 - a
U4 - 161400494080
ID - 161400494080
ER -
TY - JOUR
T1 - Machine Learning and Survey-based Predictors of InfoSec Non-Compliance
JF - ACM Transactions on Management Information Systems
Y1 - 2021
A1 - Marshall,Byron
A1 - Curry,Michael
A1 - Correia,John
A1 - Crossler,Robert E
KW - Accounting
KW - BIS
AB - Survey items developed in behavioral Information Security (InfoSec) research should be practically useful in identifying individuals who are likely to create risk by failing to comply with InfoSec guidance. The literature shows that attitudes, beliefs, and perceptions drive compliance behavior and has influenced the creation of a multitude of training programs focused on improving ones’ InfoSec behaviors. While automated controls and directly observable technical indicators are generally preferred by InfoSec practitioners, difficult-to-monitor user actions can still compromise the effectiveness of automatic controls. For example, despite prohibition, doubtful or skeptical employees often increase organizational risk by using the same password to authenticate corporate and external services. Analysis of network traffic or device configurations is unlikely to provide evidence of these vulnerabilities but responses to well-designed surveys might. Guided by the relatively new IPAM model, this study administered 96 survey items from the Behavioral InfoSec literature, across three separate points in time, to 217 respondents. Using systematic feature selection techniques, manageable subsets of 29, 20, and 15 items were identified and tested as predictors of non-compliance with security policy. The feature selection process validates IPAM's innovation in using nuanced self-efficacy and planning items across multiple time frames. Prediction models were trained using several ML algorithms. Practically useful levels of prediction accuracy were achieved with, for example, ensemble tree models identifying 69% of the riskiest individuals within the top 25% of the sample. The findings indicate the usefulness of psychometric items from the behavioral InfoSec in guiding training programs and other cybersecurity control activities and demonstrate that they are promising as additional inputs to AI models that monitor networks for security events.
VL - 13
CP - 2
U2 - a
U4 - 161400494080
ID - 161400494080
ER -
TY - JOUR
T1 - Stability of Transaction Fees in Bitcoin: A Supply and Demand Perspective
JF - MIS Quarterly
Y1 - 2021
A1 - Ilk,Noyan
A1 - Shang,Guangzhi
A1 - Fan,Shaokun
A1 - Zhao,J. Leon
KW - BIS
KW - Business Analytics
CY - Canyon
VL - 45
CP - 2
U2 - a
U4 - 180578840576
ID - 180578840576
ER -
TY - JOUR
T1 - Understanding Employee Information Security Policy Compliance from Role Theory Perspective
JF - Journal of Computer Information Systems
Y1 - 2021
A1 - Shadbad,Forough
A1 - Biros,David
KW - BIS
U2 - a
U4 - 222246877184
ID - 222246877184
ER -
TY - JOUR
T1 - Understanding IT Value at the Managerial Level: Managerial Ambidexterity, Seizing Opportunities, and the Moderating Role of Information Systems Use
Y1 - 2021
A1 - Roberts,Nicholas
A1 - Qahri-Saremi,H.
A1 - Vijayasarathy,L.
KW - BIS
U2 - a
U4 - 272321406976
ID - 272321406976
ER -
TY - JOUR
T1 - Combining Textual Cues with Social Clues: Utilizing Social Features to Improve Sentiment Analysis in Social Media
JF - Decision Sciences
Y1 - 2020
A1 - Ilk,Noyan
A1 - Fan,Shaokun
KW - BIS
KW - Business Analytics
U2 - a
U4 - 183583891456
ID - 183583891456
ER -
TY - JOUR
T1 - Connecting the Role of the Information Technology Function to its Contribution to the Organization
Y1 - 2020
A1 - Roberts,Nicholas
A1 - Gerow,J.
KW - BIS
U2 - a
U4 - 272321409024
ID - 272321409024
ER -
TY - HEAR
T1 - Connecting to Place - Virtually
Y1 - 2020
A1 - Arora,Vipin
A1 - Semken,Steven
KW - BIS
U2 - c
U4 - 219740094464
ID - 219740094464
ER -
TY - HEAR
T1 - Impact of Team Size on Technological Contributions: Unpacking Disruption and Development
Y1 - 2020
A1 - Chen,Jiyao
A1 - Shao,Rong
A1 - Fan,Shaokun
A1 - Li,Jiexun
KW - BIS
KW - Business Analytics
KW - Finance
KW - Strategy & Entrepreneurship
JA - AOM Annual Meeting
CY - Vancouver CA
U2 - c
U4 - 202782855168
ID - 202782855168
ER -
TY - CONF
T1 - K-12 Engineering and the Next Generation Science Standards (NGSS): A Network Visualization and Analysis
T2 - American Society for Engineering Education (ASEE)
Y1 - 2020
A1 - Reitsma,Reindert
A1 - Hoglund,Brian
A1 - Marks,Andrea
A1 - Chaker,Dua
A1 - Marks,Andrea
KW - BIS
KW - Design Program
AB - We present an interactive network visualization of the Next Generation Science Standards (NGSS) and its coverage by collections of aligned curriculum. The visualization presents an alternative to the usual presentation of the NGSS as a set of linked tables. Users can view entire grade bands, search for or drill down to the level of individual NGSS standards or curricular items, or display groups of standards across grade bands. NGSS-aligned curriculum collections can be switched on and off to visually explore their NGSS coverage. Viewing the NGSS and associated curriculum this way facilitates navigating the NGSS and can help with assessment of alignments as lacking or anomalous. Modeling the NGSS as a network also allows for the computation of network metrics to provide insight into core characteristics of the network. It also provides for detecting anomalies and unexpected patterns.
JA - American Society for Engineering Education (ASEE)
UR - https://strategy.asee.org/k-12-engineering-and-the-next-generation-science-standards-a-network-visualization-and-analysis-resource-exchange
U2 - b
U4 - 202185967616
ID - 202185967616
ER -
TY - JOUR
T1 - Managing Software Development Projects for Success: Aligning Plan- and Agility-Based Approaches to Project Complexity and Project Dynamism
Y1 - 2020
A1 - Butler,C.
A1 - Roberts,Nicholas
A1 - Vijayasarathy,L.
KW - BIS
U2 - a
U4 - 272321411072
ID - 272321411072
ER -
TY - JOUR
T1 - Promoting a Sense of Place Virtually: A Review of the ESA Weekly Water Cooler Chat Focused on Virtual Sense of Place
Y1 - 2020
A1 - Hoke,Kelly
A1 - O’Connell,Kari
A1 - Semken,Steven
A1 - Arora,Vipin
KW - BIS
CY - Wiley Periodicals
VL - 101
UR - https://doi.org/10.1002/bes2.1734
CP - 4
U2 - a
U4 - 219740047360
ID - 219740047360
ER -
TY - CONF
T1 - A Qualitative Approach to Understand Unintentional Information Security Misbehaviors
T2 - Americas Conference on Information Systems
Y1 - 2020
A1 - Shadbad,Forough
A1 - Baham,Corey
A1 - Biros,David
KW - BIS
JA - Americas Conference on Information Systems
U2 - b
U4 - 222359601152
ID - 222359601152
ER -
TY - HEAR
T1 - Teaching and maintaining campus community during a pandemic
Y1 - 2020
A1 - Raja,V.T.
A1 - Lewis,Steven
A1 - Tolan,Jody
KW - BIS
JA - Higher Ed Community of Practice - Deloitte Faculty Panel
CY - Portland (Zoom)
U2 - c
U4 - 219667093504
ID - 219667093504
ER -
TY - JOUR
T1 - Technostress and its Influence on Employee Information Security Policy Compliance
JF - Information Technology and People
Y1 - 2020
A1 - Shadbad,Forough
A1 - Biros,David
KW - BIS
U2 - a
U4 - 222246856704
ID - 222246856704
ER -
TY - JOUR
T1 - A text analytics framework for automated communication pattern analysis
JF - Information & Management
Y1 - 2020
A1 - Fan,Shaokun
A1 - Ilk,Noyan
KW - BIS
KW - Business Analytics
VL - 57
CP - 4
U2 - a
U4 - 180758902784
ID - 180758902784
ER -
TY - JOUR
T1 - Connecting Personality Traits to Social Networking Site Addiction: The Mediating Role of Motives
Y1 - 2019
A1 - Chen,A.
A1 - Roberts,Nicholas
KW - BIS
U2 - a
U4 - 272321413120
ID - 272321413120
ER -
TY - CONF
T1 - Developing an Unintentional Information Security Misbehavior Scale (UISMS)
T2 - Proceeding of Midwest Association for Information Systems
Y1 - 2019
A1 - Shadbad,Forough
A1 - Biros,David
KW - BIS
JA - Proceeding of Midwest Association for Information Systems
U2 - b
U4 - 222359658496
ID - 222359658496
ER -
TY - HEAR
T1 - Digital Platform Life Cycles in Nascent Markets
Y1 - 2019
A1 - Roberts,Nicholas
A1 - Kim,I.
KW - BIS
JA - Front Range Information Systems Research Seminar
U2 - c
U4 - 272321892352
ID - 272321892352
ER -
TY - JOUR
T1 - Effective Use of Analytic DSS and Job Performance
Y1 - 2019
A1 - Campbell,D.
A1 - Roberts,Nicholas
KW - BIS
U2 - a
U4 - 272321462272
ID - 272321462272
ER -
TY - HEAR
T1 - Examining Technostress on Employees Security-related Behaviors
Y1 - 2019
A1 - Shadbad,Forough
A1 - Biros,David
A1 - Sharma,Madhav
KW - BIS
JA - INFORMS Annual Meeting
U2 - c
U4 - 222359953408
ID - 222359953408
ER -
TY - JOUR
T1 - The Future of Data: Too Much Visualization Too Little Understanding?
JF - Dialectic
Y1 - 2019
A1 - Reitsma,Reindert
A1 - Marks,Andrea
KW - BIS
KW - Design Program
AB - Data is part of our lives. Information visualizations help us make sense of this data and possibly help us make changes because of it. In this paper, however, we estimate some of the consequences of what seems an ominous trend, namely the needless complication and beautification of such visualizations. We argue that with increased availability of data and ever more powerful and easy to use visualization software, it becomes easy to succumb to the temptation to impress rather than to communicate. And so we wonder: is a future filled with visualizations that are visually complex and stunning, yet fail to properly communicate the data emerging? To assess some of the consequences of this practice we selected five examples from published sources, developed far simpler (and less attractive) versions from the identical data, randomly exposed these visualizations to subjects and asked simple questions about the displayed data. We find that, on average, it takes subjects longer to comprehend the complex versions, that it takes subjects longer to extract information from these versions and that they make more and larger errors doing so. The experiment shows that subjects eventually do learn how to navigate the complex versions, but by then they have spent significantly more time and made serious interpretative errors.
VL - 2
UR - https://quod.lib.umich.edu/d/dialectic/14932326.0002.207?view=text;rgn=main
CP - 2
U2 - a
U4 - 161824772096
ID - 161824772096
ER -
TY - CONF
T1 - Identifying potentially risky insider on-compliance using machine learning to assess multiple protection motivation behaviors
T2 - WISP2021: 2021 Workshop on Information Security and Privacy (WISP)
Y1 - 2019
A1 - Curry,Michael
A1 - Marshall,Byron
A1 - Crossler,Robert E
KW - Accounting
KW - BIS
AB - Cybersecurity researchers have made significant steps to understand the mechanisms of security policy compliance and unify theories of security behavior. However, due partly to the limitations of traditional variance model statistical methods, these studies by necessity typically focus on a single security policy issue. By contrast, new machine learning algorithms frequently employed by data scientists offer great promise as a new statistical approach for examining robust individualized interpretations of policy and can also identify potentially risky behaviors. This study proposes to explore cybersecurity training impediments of multiple protection motivation behaviors in ransomware prevention training. It demonstrates the feasibility of using machine learning with survey items from the cybersecurity research to predict non-compliance. It also illustrates a potentially novel method to statistically validate research theory through higher levels of ML prediction. This study is a work in progress and we seek feedback on its design and relevance.
JA - WISP2021: 2021 Workshop on Information Security and Privacy (WISP)
UR - https://aisel.aisnet.org/wisp2019/1
U2 - b
U4 - 245822898176
ID - 245822898176
ER -
TY - ABST
T1 - Impacts of Consensus Algorithms in Cryptocurrency: A Theoretical Analysis of PoW versus PoS in Ethereum
Y1 - 2019
A1 - Pan,Dapeng
A1 - Zhao,J. Leon
A1 - Fan,Shaokun
KW - BIS
KW - Business Analytics
CP - 1
U2 - d
U4 - 201883080704
ID - 201883080704
ER -
TY - JOUR
T1 - InfoSec Process Action Model (IPAM): Targeting Insider's Weak Password Behavior
JF - Journal of Information Systems
Y1 - 2019
A1 - Curry,Michael
A1 - Marshall,Byron
A1 - Correia,John
A1 - Crossler,Robert E
KW - Accounting
KW - BIS
AB - The possibility of noncompliant behavior is a challenge for cybersecurity professionals and their auditors as they try to estimate residual control risk. Building on the recently proposed InfoSec Process Action Model (IPAM), this work explores how nontechnical assessments and interventions can indicate and reduce the likelihood of risky individual behavior. The multi-stage approach seeks to bridge the well-known gap between intent and action. In a strong password creation experiment involving 229 participants, IPAM constructs resulted in a marked increase in R2 for initiating compliance behavior with control expectations from 47 percent to 60 percent. Importantly, the model constructs offer measurable indications despite practical limitations on organizations' ability to assess problematic individual password behavior. A threefold increase in one measure of strong password behavior suggested the process positively impacted individual cybersecurity behavior. The results suggest that the process-nuanced IPAM approach is promising both for assessing and impacting security compliance behavior.
VL - 33
UR - https://doi.org/10.2308/isys-52381
CP - 3
U2 - a
U4 - 162472024064
ID - 162472024064
ER -
TY - HEAR
T1 - Knowledge Networks, Collaboration Networks, and Innovation: A Replication and Extension
Y1 - 2019
A1 - Chen,Jiyao
A1 - Shen,Jia
A1 - Fan,Shaokun
KW - BIS
KW - Business Analytics
KW - Strategy & Entrepreneurship
JA - Academy of Management Annual Meeting
CY - Boston
U2 - c
U4 - 185042847744
ID - 185042847744
ER -
TY - HEAR
T1 - A Process Mining Framework for Communication Pattern Analysis in Online Contact Centers
Y1 - 2019
A1 - Ilk,Noyan
A1 - Fan,Shaokun
KW - BIS
KW - Business Analytics
JA - Winter Conference On Business Analytics
CY - Salt lake city
U2 - c
U4 - 180759275520
ID - 180759275520
ER -
TY - CONF
T1 - Psychological Contract Violation and Sharing Intention on Facebook
T2 - Proceedings of the 52nd Hawaii International Conference on System Sciences
Y1 - 2019
A1 - Hammer,Bryan
A1 - Zhang,Tianjian
A1 - Shadbad,Forough
A1 - Agrawal,Rupesh
KW - BIS
JA - Proceedings of the 52nd Hawaii International Conference on System Sciences
U2 - b
U4 - 222359640064
ID - 222359640064
ER -
TY - HEAR
T1 - A Supply and Demand Model for Bitcoin’s Data Space Marketplace
Y1 - 2019
A1 - Ilk,Noyan
A1 - Shang,Guangzhi
A1 - Fan,Shaokun
KW - BIS
KW - Business Analytics
JA - Workshop on Information Technologies and Systems
CY - Munich
U2 - c
U4 - 201886902272
ID - 201886902272
ER -
TY - HEAR
T1 - Blockchain-Enabled Trust: The Case of Inter-Firm Dataflow
Y1 - 2018
A1 - Zhao,J. Leon
A1 - Fan,Shaokun
A1 - Zheng,Eric
KW - BIS
KW - Business Analytics
JA - Americas Conference on Information Systems (AMCIS)
CY - New Orleans
U2 - c
U4 - 180759222272
ID - 180759222272
ER -
TY - JOUR
T1 - Community Engagement and Online Word of Mouth: An Empirical Investigation
JF - Information & Management
Y1 - 2018
A1 - Wu,Ji
A1 - Fan,Shaokun
A1 - Zhao,J. Leon
KW - BIS
KW - Business Analytics
VL - 55
CP - 2
U2 - a
U4 - 162125578240
ID - 162125578240
ER -
TY - HEAR
T1 - Development of Context-based Indices for Measuring Dynamic and Dualistic Nature of Innovation
Y1 - 2018
A1 - Chen,Jiyao
A1 - Shao,Rong
A1 - Fan,Shaokun
KW - BIS
KW - Business Analytics
KW - Finance
KW - Strategy & Entrepreneurship
JA - Academy of Management Annual Conference
CY - Chicago, IL
U2 - c
U4 - 162437109760
ID - 162437109760
ER -
TY - HEAR
T1 - An Efficient Recommender System Using Locality Sensitive Hashing
Y1 - 2018
A1 - Zhang,Kunpeng
A1 - Fan,Shaokun
A1 - Wang,Harry
KW - BIS
KW - Business Analytics
JA - Proceedings of the 51st Hawaii International Conference on System Sciences
CY - Hawaii
U2 - c
U4 - 162460182528
ID - 162460182528
ER -
TY - CONF
T1 - Exploratory Study for Readmission in Cancer Patients
Y1 - 2018
A1 - Huangfu,L.
A1 - Hayne,S.
A1 - Ma,J.
A1 - Roberts,Nicholas
KW - BIS
U2 - b
U4 - 272321689600
ID - 272321689600
ER -
TY - CONF
T1 - Fear Appeals Versus Priming in Ransomware Training
T2 - Pre-ICIS Workshop on Information Security and Privacy (WISP 2018)
Y1 - 2018
A1 - Curry,Michael
A1 - Marshall,Byron
A1 - Crossler,Rob
A1 - Correia,John
KW - Accounting
KW - BIS
AB - Employee non-compliance is at the heart of many of today’s security incidents. Training programs often employ fear appeals to motivate individuals to follow policy and take action to reduce security risks. While the literature shows that fear appeals drive intent to comply, there is much less evidence of their impact after intention is formed. Building on IPAM – a process nuanced model for compliance training and assessment – this study contrasts the impact of fear appeals vs. self-efficacy priming on ransomware training. In our proposed study, a pool of students will participate in a three-step series of training events. Some participants will encounter enhanced fear appeals at each step while others will be presented with materials that include
priming signals intended to foster development of increased self-efficacy. Previously identified
drivers of behavior (intent, processed-nuanced forms of self-efficacy, and outcome expectations)
are measured so that the effect of the treatments can be contrasted. A scenario agreement
methodology is used to indicate behavior as a dependent variable. We expect to show that while
fear appeals are useful and help build intent to comply at the motivational stage, process-nuanced
self-efficacy treatments are expected have a stronger effect on behavior post-intentional.
JA - Pre-ICIS Workshop on Information Security and Privacy (WISP 2018)
UR - https://aisel.aisnet.org/wisp2018/1/
U2 - b
U4 - 186660982784
ID - 186660982784
ER -
TY - JOUR
T1 - InfoSec Process Action Model (IPAM): Systematically Addressing Individual Security Behavior
JF - Data Base for Advances in Information Systems
Y1 - 2018
A1 - Curry,Michael
A1 - Marshall,Byron
A1 - Crossler,Robert E
A1 - Correia,John
KW - Accounting
KW - BIS
AB - While much of the extant InfoSec research relies on single assessment models that predict intent to act, this article proposes a multi-stage InfoSec Process Action Model (IPAM) that can positively change individual InfoSec behavior. We believe that this model will allow InfoSec researchers to focus more directly on the process which leads to action and develop better interventions that address problematic security behaviors. Building on successful healthcare efforts which resulted in smoking cessation, regular exercise and a healthier diet, among others, IPAM is a hybrid, predictive, process approach to behavioral InfoSec improvement. IPAM formulates the motivational antecedents of intent as separate from the volitional drivers of behavior. Singular fear appeals often seen in InfoSec research are replaced by more nuanced treatments appropriately differentiated to support behavioral change as part of a process; phase-appropriate measures of self-efficacy are employed to more usefully assess the likelihood that a participant will act on good intentions; and decisional balance –assessment of pro and con perceptions – is monitored over time. These notions better align InfoSec research to both leading security practice and to successful comparators in healthcare. We believe IPAM can both help InfoSec research models better explain actual behavior and better inform practical security-behavior improvement initiatives.
VL - 49
UR - https://www.researchgate.net/publication/321138048_InfoSec_Process_Action_Model_IPAM_Systematically_Addressing_Individual_Security_Behavior
CP - SI
U2 - a
U4 - 144538011648
ID - 144538011648
ER -
TY - HEAR
T1 - Investigating the Fee-Delay Relationship in Cryptocurrency Transactions: Evidence from the Bitcoin Network
Y1 - 2018
A1 - Ilk,Noyan
A1 - Fan,Shaokun
A1 - Shang,Guangzhi
KW - BIS
KW - Business Analytics
JA - Workshop on Information Technologies and Systems
CY - Santa Clara
U2 - c
U4 - 180787425280
ID - 180787425280
ER -
TY - JOUR
T1 - Making Sense of Organization Dynamics Using Text Analysis.
JF - Expert Systems with Applications
Y1 - 2018
A1 - Li,Jiexun
A1 - Wu,Zhaohui
A1 - Zhu,Bin
A1 - Xu,Kaiquan
KW - BIS
KW - Business Analytics
KW - Supply Chain
U2 - a
U4 - 152771403776
ID - 152771403776
ER -
TY - HEAR
T1 - Organizational Identity and Digital Platform Evolution
Y1 - 2018
A1 - Roberts,Nicholas
A1 - Kim,I.
KW - BIS
JA - Front Range Information Systems Research Seminar
U2 - c
U4 - 272321894400
ID - 272321894400
ER -
TY - JOUR
T1 - Untitled
Y1 - 2018
A1 - Huangfu,L.
A1 - Hayne,S.
A1 - Ma,J.
A1 - Roberts,Nicholas
KW - BIS
U2 - a
U4 - 272321415168
ID - 272321415168
ER -
TY - JOUR
T1 - Virtual Customer Environment Design and Organizational Innovation: An Exploration-Exploitation Perspective
Y1 - 2018
A1 - Roberts,Nicholas
A1 - Dinger,M.
KW - BIS
U2 - a
U4 - 272321417216
ID - 272321417216
ER -
TY - CONF
T1 - BEHAVIOR THEORY ENABLED GENDER CLASSIFICATION METHOD
T2 - the Fifteeth workshop on e-Business (WeB 2016) in Dublin
Y1 - 2017
A1 - Wang,Jing
A1 - Yan,Xiangbin
A1 - Zhu,Bin
KW - BIS
KW - Business Analytics
JA - the Fifteeth workshop on e-Business (WeB 2016) in Dublin
U2 - b
U4 - 145142386688
ID - 145142386688
ER -
TY - JOUR
T1 - Collaboration Process Pattern Approach to Improving Teamwork Performance: A Data Mining-Based Methodology
JF - INFORMS Journal on Computing
Y1 - 2017
A1 - Fan,Shaokun
A1 - Li,Xin
A1 - Zhao,J. Leon
KW - BIS
KW - Business Analytics
VL - 29
CP - 3
U2 - a
U4 - 141136185344
ID - 141136185344
ER -
TY - CONF
T1 - The Different Behaviors between Product Searchers and Website Searchers
Y1 - 2017
A1 - Zun,Kai
A1 - Zhu,Bin
A1 - Zuo,Meiyun
KW - BIS
KW - Business Analytics
U2 - b
U4 - 163038023680
ID - 163038023680
ER -
TY - JOUR
T1 - Enabling effective workflow model reuse: A data-centric approach
JF - Decision Support Systems
Y1 - 2017
A1 - Liu,Zhiyong
A1 - Fan,Shaokun
A1 - Wang,Harry
A1 - Zhao,J. Leon
KW - BIS
KW - Business Analytics
VL - 93
U2 - a
U4 - 141136390144
ID - 141136390144
ER -
TY - RPRT
T1 - Hospitality Industry Labor Shortage A Mixed?Methods Investigation
Y1 - 2017
A1 - Montgomery,Todd
KW - BIS
KW - Marketing
KW - OSU-Cascades
KW - OSU-Cascades Hospitality Mgt
U2 - d
U4 - 192619022336
ID - 192619022336
ER -
TY - JOUR
T1 - Introduction to the special issue of ECR on E-business innovation with big data
JF - Electronic Commerce Research
Y1 - 2017
A1 - Fan,Shaokun
A1 - Xiao,JInghua
A1 - Xie,Kang
A1 - Zhao,J. Leon
KW - BIS
KW - Business Analytics
U2 - a
U4 - 141136570368
ID - 141136570368
ER -
TY - JOUR
T1 - A Meta-Analysis of Organizational Learning and IT Assimilation
Y1 - 2017
A1 - Roberts,Nicholas
A1 - Gerow,J.
A1 - Jeyaraj,A.
A1 - Roberts,S.
KW - BIS
U2 - a
U4 - 272321419264
ID - 272321419264
ER -
TY - JOUR
T1 - A Normative Model for Assessing SME IT Effectiveness
JF - Communications of the IIMA
Y1 - 2017
A1 - Curry,Michael
A1 - Marshall,Byron
A1 - Kawalek,Peter
KW - Accounting
KW - BIS
AB - Information technology (IT) is a key enabler of modern small businesses, yet fostering reliably
effective IT systems remains a significant challenge. This paper presents a light weight IT
effectiveness model for small businesses to assess their IT and formulate strategies for
improvement. Employing an action research approach we investigate a mixed method analysis of
120 survey responses from small family businesses and user participation in 10 semi-structured
interviews. We then conduct critical reflection to identify refinements which are validated using
72 survey responses from university students. The results present compelling evidence that
employees’ normative patterns (norms) are a significant driver of IT effectiveness in a second
order PLS predictive model able to explain 26% of observed variance.
A norms-based approach to IT effectiveness helps fill a significant research and managerial gap
for organizations unable or unwilling to adopt IT best practice frameworks used by large
organizations. Our findings imply that comparing norms to IT best practices may offer a less
technical approach to assessing IT operations, which may be well suited to small businesses.
Although further investigation cycles are needed to systematically test this model, we encourage
small business managers to: 1) anticipate IT risks and mitigate them; 2) identify measures of IT
performance, and monitor them, and 3) review/synchronize business and IT goals.
VL - 15
UR - http://scholarworks.lib.csusb.edu/ciima/vol15/iss1/3
CP - 1
U2 - a
U4 - 136324909056
ID - 136324909056
ER -
TY - ABST
T1 - Personal Motivation Measures for Personal IT Security Behavior
Y1 - 2017
A1 - Marshall,Byron
A1 - Curry,Michael
A1 - Correia,John
A1 - Crossler,Rob
KW - Accounting
KW - BIS
UR - http://aisel.aisnet.org/amcis2017/InformationSystems/Presentations/27/
U2 - d
U4 - 151117963264
ID - 151117963264
ER -
TY - JOUR
T1 - Preliminary Evidence for the Use and Efficacy of Mobile Health Applications in Managing Posttraumatic Stress Disorder Symptoms
Y1 - 2017
A1 - Keen,S.
A1 - Roberts,Nicholas
KW - BIS
U2 - a
U4 - 272321423360
ID - 272321423360
ER -
TY - JOUR
T1 - The Role of Context in IT Assimilation: A Multi-Method Study of a SaaS Platform in the US Nonprofit Sector,
Y1 - 2017
A1 - Wright,R.
A1 - Roberts,Nicholas
A1 - Wilson,D.
KW - BIS
U2 - a
U4 - 272321421312
ID - 272321421312
ER -
TY - CONF
T1 - Sense of Virtual Place (SOVP): Conceptual Exploration and Initial Empirical Validation
T2 - AMCIS2017 - Boston, MA, August 10-12, 2017
Y1 - 2017
A1 - Arora,Vipin
A1 - Khazanchi,Deepak
KW - BIS
AB - In this article, we introduce the notion of “Sense of Virtual Place” (SOVP) and explore the factors affecting it. We argue that SOVP can act as a surrogate for user engagement in virtual environments. We develop and validate a SOVP measure, adapting from a widely used measure of Sense of Place (SOP) in the academic disciplines of environmental and social psychology.
JA - AMCIS2017 - Boston, MA, August 10-12, 2017
CY - Boston, MA
U2 - b
U4 - 177256935424
ID - 177256935424
ER -
TY - CASE
T1 - BA302: Microsoft Dynamics NAV ERP Exercise/Walkthrough
Y1 - 2016
A1 - Curry,Michael
A1 - Marshall,Byron
A1 - Raja,V.T.
A1 - Reitsma,Reindert
A1 - Wydner,Kirk
KW - Accounting
KW - BIS
AB - Whether you enter the workforce as a sales manager, financial accountant or office admin, chances are that you will be working with some type of Enterprise Resource Planning (ERP) system. The purpose of this exercise/walkthrough is to familiarize you with a typical business process as it is commonly executed with the help of one of the leading ERP systems in the market today – Microsoft Dynamics NAV. This exercise will walk you through the six steps of a typical sales process: 1) Creating a customer order; 2) Backordering an out-of-stock item; 3) Receiving the backordered item; 4) Shipping the customer the ordered items and invoicing the customer; 5) Receiving payment from the customer; 6) Making a payment to the vendor from whom we backordered. As you make your way through this exercise, you should realize that in a real company this process would be executed by different people working in different departments. They all will interact with the ERP; i.e., they all retrieve information from the ERP and store new information in it, as the sales process progresses. In this exercise you take on the role of each of these people, giving you a sense of how the sales order is processed both by the company and by the ERP.
UR - http://hdl.handle.net/1957/59858
U2 - d
U4 - 134050416640
ID - 134050416640
ER -
TY - CONF
T1 - Differences between Younger and Senior Information Providers in Senior Online Communities
T2 - the Fifteeth workshop on e-Business (WeB 2016) in Dublin
Y1 - 2016
A1 - Wang,Changyu
A1 - Zhu,Bin
A1 - Zuo,Meiyun
KW - BIS
KW - Business Analytics
JA - the Fifteeth workshop on e-Business (WeB 2016) in Dublin
U2 - b
U4 - 145142321152
ID - 145142321152
ER -
TY - JOUR
T1 - Electronic Medical Record System Avoidance in a Turbulent Environment
Y1 - 2016
A1 - Roberts,Nicholas
A1 - Mellott,M.
A1 - Dinger,M.
A1 - Campbell,D.
KW - BIS
U2 - a
U4 - 272321427456
ID - 272321427456
ER -
TY - JOUR
T1 - Evaluating IT Integration Risk Prior to Mergers and Acquisitions
JF - ISACA Journal
Y1 - 2016
A1 - Khazanchi,Deepak
A1 - Arora,Vipin
KW - BIS
AB - Integration of IT systems and IT management processes is one of the major challenges in the mergers and acquisitions (M&A) process that affects all aspects of the merged business and is, therefore, crucial to the overall success of the M&A process. The purpose of this article is to highlight various types of IT integration risks and the associated costs that must be considered and factored in with the predeal negotiations in each and every M&A. This is important, especially because of the huge costs involved in integrating incompatible systems and meeting the mandatory regulatory compliance requirements. The article suggests looking closely at technical, managerial and user/application level risk factors as part of the M&A pre-merger due diligence. This effort would also evaluate the potential real costs of IT integration post-merger and contribute to the overall M&A valuation. Some of this approach is already widely recommended by M&A advisors and major consulting firms. The article recommends going even further by creating a national M&A IT integration database that provides anonymous inventory of IT integration risk factors and costs before and after an M&A to better understand how IT integration risk impacts the valuation and success or failure of M&As.
VL - 1
UR - http://www.isaca.org/Journal/archives/2016/Volume-1/Pages/default.aspx
U2 - a
U4 - 127166369792
ID - 127166369792
ER -
TY - CONF
T1 - Helping Senior Participants Acquire the Right Type of Social Support in Online Communities
T2 - The 10th China Summer Workshop on Information Management (CSWIM 2016)
Y1 - 2016
A1 - Wang,Changyu
A1 - Zhu,Bin
A1 - Zuo,Meiyun
KW - BIS
KW - Business Analytics
AB - Senior citizens could greatly be benefited from the social support received from a community(Choi et al. 2014; Goswami et al. 2010). Social support denotes to the interaction/communication with others, verbal or nonverbal, reducing the uncertainty or enhancing the self-perception of in control of one’s own life (Albrecht and Adelman 1987). All participants of online communities are motivated by their desire of seeking social support. And such support occurs when community members form relational links among them and have interactions that intend to help (Heaney and Israel 2002). A network member can receive/send different types of social supports from/to others. Informational support transmits information and provides guidance related to the task/question a community member has (Krause 1986); emotional support expresses understanding, encouragement, empathy affection, affirming, validation, sympathy, caring and concern (House 1981; Wang et al. 2014); companionship or network support gives the recipient a sense of belonging (Keating 2013; Wang et al. 2014); and appraisal support enhances the self-evaluation of the recipient (House 1981). Studies have shown that people are usually motivated by their desire of seeking one or more types of social supports to participate in an online community (Goswami et al. 2010; Kanayama 2003; Pfeil 2007; Pfeil and Zaphiris 2009; Wright 2000; Xie 2008). And such social support can only be acquired during the interaction with others. For senior citizens, even though they can be greatly benefited from the social support received through participation, the obstacles they need to overcome in order to feel engaged could be larger than that of younger people (Charness and Boot 2009; Lee et al. 2011), especially when they come to the community for the first time. They could be easily overwhelmed by the content that has been generated by other existing members, finding it difficult to identify an appropriate member to initiate a meaningful interaction. It therefore is critical for an online community system to help senior participants identify other existing members who are more likely to supply the type of support they are seeking. While many previous studies have uncovered the variety factors, contextual (Pfeil and Zaphiris 2009; Wang et al. 2015; Xie 2008) or individual (Wang et al. 2014, 2015, 2012; Wright 1999), that impact the degree to which a senior citizen receives social support needed from an online community, it remains unclear what the characteristics of existing community members who are more likely to provide a new comer the kind of support, informational, emotional, companionship, or appraisal are. And the answer to this question may have significant academic and practical implications. This study thus proposes to fulfil the gap by utilizing data collected from a senior community website to investigate the links between the characteristics of existing senior members and the amount and the type of support they provided to new comers.
JA - The 10th China Summer Workshop on Information Management (CSWIM 2016)
U2 - b
U4 - 127142539264
ID - 127142539264
ER -
TY - CONF
T1 - Hope for change in individual security behavior assessments
T2 - 2016 Pre-ICIS Workshop on Accounting Information Systems
Y1 - 2016
A1 - Curry,Michael
A1 - Marshall,Byron
A1 - Crossler,Rob
KW - Accounting
KW - BIS
JA - 2016 Pre-ICIS Workshop on Accounting Information Systems
U2 - b
U4 - 136325298176
ID - 136325298176
ER -
TY - JOUR
T1 - The Impact of Virtual Customer Community Interactivity on Organizational Innovation: An Absorptive Capacity Perspective
Y1 - 2016
A1 - Roberts,Nicholas
A1 - Dinger,M.
KW - BIS
U2 - a
U4 - 272321429504
ID - 272321429504
ER -
TY - JOUR
T1 - Map? or List?based Recommender Agents? Does the Map Metaphor Fulfill its Promise?
JF - Information Visualization
Y1 - 2016
A1 - Reitsma,Reindert
A1 - Hsieh,Ping-Hung
A1 - Diekema,Anne
A1 - Robson,Robby
A1 - Zarsky,Malinda
KW - BIS
KW - Supply Chain
AB - We present a spatialization of digital library content based on item similarity and an experiment which compares the performance of this spatialization relative to a simple list-based display. Items in the library are K-12 science and engineering learning resources. Spatialization and visualization are accomplished through 2D interactive Sammon mapping of pairwise item similarity scores based on the joint occurrence of word bigrams. The 65 science teachers participating in the experiment were asked to search the library for curricular items they would consider using in conducting one or more teaching assignments. Results indicate that whereas the spatializations adequately capture the salient features of the library’s content and teachers actively use them, item retrieval rates, task-completion time and perceived utility do not significantly differ from the semantically poorer but easier to comprehend and navigate list-based representations. These results put into question the usefulness of the rapidly increasing supply of information spatializations.
VL - 16
UR - http://journals.sagepub.com/doi/abs/10.1177/1473871616669193
U2 - a
U4 - 127142455296
ID - 127142455296
ER -
TY - JOUR
T1 - Overview of business innovations and research opportunities in blockchain and introduction to the special issue
JF - Financial Innovation
Y1 - 2016
A1 - Zhao,J. Leon
A1 - Fan,Shaokun
A1 - Yan,Jiaqi
KW - BIS
KW - Business Analytics
VL - 2
U2 - a
U4 - 180758509568
ID - 180758509568
ER -
TY - JOUR
T1 - A Process Ontology Based Approach to Easing Semantic Ambiguity in Business Process Modeling
JF - Data and Knowledge Engineering
Y1 - 2016
A1 - Fan,Shaokun
A1 - Hua,Z.
A1 - Storey,V.
A1 - Zhao,J. L.
KW - BIS
KW - Business Analytics
VL - 102
U2 - a
U4 - 132759660544
ID - 132759660544
ER -
TY - HEAR
T1 - (See proceeding paper above) Hope for change in individual security behavior assessments
Y1 - 2016
A1 - Marshall,Byron
KW - Accounting
KW - BIS
JA - 2016 Pre-ICIS Workshop on Accounting Information Systems.
CY - Dublin, Ireland
U2 - c
U4 - 144539232256
ID - 144539232256
ER -
TY - CONF
T1 - Unraveling K-12 Standard Alignment; Report on a New Attempt
T2 - Joint Conference on Digital Libraries
Y1 - 2016
A1 - Marshall,Byron
A1 - Reitsma,Reindert
A1 - Samson,Carleigh
KW - Accounting
KW - BIS
AB - We present the results of an experiment which indicates that automated alignment of electronic learning objects to educational standards may be more feasible than previously implied. We highlight some important deficiencies in existing alignment systems and formulate suggestions for improved future ones. We consider how the changing substance of newer educational standards, a multi-faceted view of standard alignment, and a more nuanced view of the ‘alignment’ concept may bring the long-sought goal of automated standard alignment closer. We explore how lexical similarity of documents, a World+Method representation of semantics, and network-based analysis can yield promising results. We furthermore investigate the nature of false positives to better understand how validity of match is evaluated so as to better focus future alignment system development.
JA - Joint Conference on Digital Libraries
U2 - b
U4 - 127038310400
ID - 127038310400
ER -
TY - JOUR
T1 - Using Information Systems to Sense Opportunities for Innovation: Integrating Post-Adoptive IS Use Behaviors with the Dynamic Managerial Capability Perspective
Y1 - 2016
A1 - Roberts,Nicholas
A1 - Campbell,D.
A1 - Vijayasarathy,L.
KW - BIS
U2 - a
U4 - 272321425408
ID - 272321425408
ER -
TY - JOUR
T1 - Absorptive Capacity, Organizational Antecedents, and Environmental Dynamism
Y1 - 2015
A1 - Roberts,Nicholas
KW - BIS
U2 - a
U4 - 272321431552
ID - 272321431552
ER -
TY - CONF
T1 - Affordance Perception in Risk Adverse IT Adoption: An Agenda to Identify Drivers of Risk Consideration and Control Adoption in Individual Technology Choices
T2 - 2015 Pre-ICIS Workshop on Accounting Information Systems
Y1 - 2015
A1 - Curry,Michael
A1 - Marshall,Byron
KW - Accounting
KW - BIS
JA - 2015 Pre-ICIS Workshop on Accounting Information Systems
U2 - b
U4 - 120099989504
ID - 120099989504
ER -
TY - JOUR
T1 - Demystifying big data analytics through the lens of marketing mix
JF - Big Data Research
Y1 - 2015
A1 - Fan,Shaokun
A1 - Lau,R.
A1 - Zhao,J. L.
KW - BIS
KW - Business Analytics
VL - 2
CP - 1
U2 - a
U4 - 132758433792
ID - 132758433792
ER -
TY - HEAR
T1 - The Design of IdeaWorks: Applying Social Learning Networks to Support Tertiary Education
Y1 - 2015
A1 - Kang,Lele
A1 - Fan,Shaokun
A1 - Zhao,J. Leon
KW - BIS
KW - Business Analytics
JA - 2015 International Conference on HCI in Business
U2 - c
U4 - 221564688384
ID - 221564688384
ER -
TY - CONF
T1 - Estimation and Visualization of Digital Library Content Similarities
T2 - Intern. Conf. on Inf. Systems (ICIS) 2015
Y1 - 2015
A1 - Reitsma,Reindert
A1 - Hsieh,Ping-Hung
A1 - Robson,Robby
KW - BIS
KW - Supply Chain
AB - We report on a process for similarity estimation and two-dimensional mapping of lesson materials stored in a Web-based K12 Science, Technology, Engineering and Mathematics (STEM) digital library. The process starts with automated removal of all information which should not be included in the similarity estimations followed by automated indexing. Similarity estimation itself is conducted through a natural language processing algorithm which heavily relies on bigrams. The resulting similarities are then used to compute a Sammon-map; i.e., a projection in n dimensions, the item-to-item distances of which best reflect the input similarities. In this paper we concentrate on specification and validation of this process. The similarity results show almost 100% precision-by-rank in the top three to five ranks. Sammon mapping in two dimensions corresponds well with the digital library‘s table of content.
JA - Intern. Conf. on Inf. Systems (ICIS) 2015
U2 - b
U4 - 105616928768
ID - 105616928768
ER -
TY - JOUR
T1 - Harnessing Internet finance with innovative cyber credit management
JF - Financial Innovation
Y1 - 2015
A1 - Lin,Z.
A1 - Whinston,A. B.
A1 - Fan,Shaokun
KW - BIS
KW - Business Analytics
VL - 1
CP - 1
U2 - a
U4 - 132758345728
ID - 132758345728
ER -
TY - JOUR
T1 - Improving IT Assessment with IT Artifact Affordance Perception Priming
JF - International Journal of Accounting Information Systems
Y1 - 2015
A1 - Curry,Michael
A1 - Marshall,Byron
A1 - Kawalek,Peter
KW - Accounting
KW - BIS
AB - Accurately assessing organizational information technology (IT) is important for accounting professionals, but also difficult. Both auditors and the professionals from whom they gather data are expected to make nuanced judgments regarding the adequacy and effectiveness of controls that protect key systems. IT artifacts (policies, procedures, and systems) are assessed in an audit because they “afford” relevant action possibilities but perception preferences shade the results of even systematic and well-tested assessment tools. This study of 246 business students makes two important contributions. First we demonstrate that a tendency to focus on either artifact or organizational imperative systematically reduces the power of well-regarded IT measurements. Second, we demonstrate that priming is an effective intervention strategy to increase the predictive power of constructs from the familiar technology acceptance model (TAM).
VL - 19
UR - http://people.oregonstate.edu/~marshaby/Papers/IJAIS%20-%20IT%20Artifact%20Affordance%20Perception%20Priming.pdf
U2 - a
U4 - 106888814592
ID - 106888814592
ER -
TY - HEAR
T1 - Mining Hidden Organizational Structures from Meeting Records
Y1 - 2015
A1 - Li,Jiexun
A1 - Wu,Zhaohui
A1 - Zhu,Bin
KW - BIS
KW - Business Analytics
KW - Supply Chain
JA - INFORMS 2015
CY - Philadelphia
U2 - c
U4 - 125884504064
ID - 125884504064
ER -
TY - CONF
T1 - PREDICTING HABITUAL CONTINUING SOCIAL NETWORKING SITES USE OF THE ELDERLY
T2 - Workshop on Doing IS Research in China, The 19th Pacific Asia Conference on Information Systems (PACIS 2015)
Y1 - 2015
A1 - Chai,Wen
A1 - Zuo,Meiyun
A1 - Zhu,Bin
A1 - Tian,Xuesong
KW - BIS
KW - Business Analytics
JA - Workshop on Doing IS Research in China, The 19th Pacific Asia Conference on Information Systems (PACIS 2015)
CY - Singapore
UR - http://pacis2015.comp.nus.edu.sg/pages/workshops_cnais.html
U2 - b
U4 - 115764482048
ID - 115764482048
ER -
TY - CONF
T1 - The Relevance of K-12 Engineering Curricula to NGSS: an Analysis of TeachEngineering-NGSS Alignments
T2 - ASEE 2015 Annual Conference
Y1 - 2015
A1 - Reitsma,Reindert
A1 - Samson,Carleigh
A1 - Soltys,Mike
A1 - Sullivan,Jacquelyn
KW - BIS
AB - The 2013 publication of the Next Generation Science Standards (NGSS) provided the first widely adopted set of science standards to include engineering design throughout all K-12 grades. In doing so, NGSS raised the relevance of the K-12 engineering education sector on a national scale. The TeachEngineering digital library, representative of the K-12 engineering education sector through its collaboration of 36, mostly NSF-funded, K-12 engineering education programs across the US, recently aligned its 1,300+ K-12 engineering lessons and hands-on activities to the NGSS. This paper provides analysis of both the alignment process and its results. As such, we offer insight into the correspondence between the NGSS and a broad, collection of K-12 engineering learning objects and hence, into the mutual relevance of K-12 engineering curriculum and the NGSS. We also provide some recommendations for future K-12 engineering curriculum development.
JA - ASEE 2015 Annual Conference
U2 - b
U4 - 105617211392
ID - 105617211392
ER -
TY - HEAR
T1 - Sentiment Analysis in Social Media Platforms: The Contribution of Social Relationships
Y1 - 2015
A1 - Fan,Shaokun
A1 - Ilk,Noyan
A1 - Zhang,Kunpeng
KW - BIS
KW - Business Analytics
JA - International Conference on Information Systems
CY - Dallas
U2 - c
U4 - 180787286016
ID - 180787286016
ER -
TY - HEAR
T1 - Using Information Systems to Sense Opportunities for Innovation: Integrating Post-Adoptive IS Use Behaviors with the Dynamic Managerial Capability Perspective
Y1 - 2015
A1 - Roberts,Nicholas
A1 - Campbell,D.
A1 - Vijayasarathy,L.
KW - BIS
JA - Maastricht University
U2 - c
U4 - 272321896448
ID - 272321896448
ER -
TY - CONF
T1 - Weather Factors and Online Product/Service Reviews
T2 - 'Doing IS Research in China' Workshop of the Pacific Asia Conference on Information Systems (PACIS 2015)
Y1 - 2015
A1 - Feng,Jiao
A1 - Yao,Zhong
A1 - Zhu,Bin
A1 - Marshall,Byron
KW - Accounting
KW - BIS
KW - Business Analytics
JA - 'Doing IS Research in China' Workshop of the Pacific Asia Conference on Information Systems (PACIS 2015)
U2 - b
U4 - 107158784000
ID - 107158784000
ER -
TY - JOUR
T1 - Workflow-Aware Attention Tracking to Enhance Collaboration Management
JF - Information Systems Frontiers
Y1 - 2015
A1 - Fan,Shaokun
A1 - Kang,L
A1 - Zhao,J. L.
KW - BIS
KW - Business Analytics
VL - 17
CP - 6
U2 - a
U4 - 132758261760
ID - 132758261760
ER -
TY - HEAR
T1 - Workshop: TeachEngineering Digital Library: Hundreds of Free, Searchable, NGSS-aligned Hands-on Engineering Lessons for K-12
Y1 - 2015
A1 - Reitsma,Reindert
A1 - Zarske,Malinda
A1 - Yowell,Janet
A1 - Samson,Carleigh
KW - BIS
JA - ASEE Annual Conference 2015
CY - Seattle, WA
U2 - c
U4 - 102487447552
ID - 102487447552
ER -
TY - JOUR
T1 - Business Challenges and Research Directions of Management Analytics in the Big Data Era
JF - Journal of Management Analytics
Y1 - 2014
A1 - Zhao,J. L.
A1 - Fan,Shaokun
A1 - Hu,D.
KW - BIS
KW - Business Analytics
VL - 1
CP - 3
U2 - a
U4 - 132758482944
ID - 132758482944
ER -
TY - HEAR
T1 - Collective opinion classification: A global consistency maximization approach
Y1 - 2014
A1 - Li,Jiexun
A1 - Li,Xin
A1 - Zhu,Bin
KW - BIS
KW - Business Analytics
JA - The 24th Workshop on Information Technology and Systems (WITS)
CY - Aukland, New Zealand
U2 - c
U4 - 98584274944
ID - 98584274944
ER -
TY - HEAR
T1 - Credit Risk Assessment of POS-Loans in the Big Data Era
Y1 - 2014
A1 - Bian,Yiyang
A1 - Fan,Shaokun
A1 - Ye,Ryan Liying
A1 - Zhao,J. Leon
KW - BIS
KW - Business Analytics
JA - Workshop on Internet and BigData Finance (WIBF)
CY - Hongkong, China
U2 - c
U4 - 221565675520
ID - 221565675520
ER -
TY - CONF
T1 - Ensuring Positive Impact of Data Quality Metadata: Implications for Decision Support
T2 - Twentieth Americas Conference on Information Systems (AMCIS' 2014)
Y1 - 2014
A1 - Shankar,G.
A1 - Zhu,Bin
KW - BIS
KW - Business Analytics
JA - Twentieth Americas Conference on Information Systems (AMCIS' 2014)
CY - Savannah
U2 - b
U4 - 88345614336
ID - 88345614336
ER -
TY - JOUR
T1 - Evaluation of a hospital admission prediction model adding coded chief complaint data using neural network methodology
JF - European Journal of Emergency Medicine
Y1 - 2014
A1 - Handly,Neal
A1 - Thompson,David A
A1 - Li,Jiexun
A1 - Chuirazzi,David M
A1 - Venkat,Arvind
KW - BIS
U2 - a
U4 - 98168481792
ID - 98168481792
ER -
TY - JOUR
T1 - Firm Valuation Effects of the Decision to Adopt Relationally Governed Business Process Outsourcing Arrangements
Y1 - 2014
A1 - Duan,C.
A1 - Grover,V.
A1 - Roberts,Nicholas
A1 - Balakrishnan,J.
KW - BIS
U2 - a
U4 - 272321433600
ID - 272321433600
ER -
TY - HEAR
T1 - Formation and effect of Social Interactions in Online Brand Community: an Empirical Investigation.
Y1 - 2014
A1 - Wu,Ji
A1 - Fan,Shaokun
A1 - Wu,Manli
A1 - Zhao,J. Leon
KW - BIS
KW - Business Analytics
JA - The Pacific Asia Conference on Information Systems (PACIS)
CY - Chengdu, China
U2 - c
U4 - 221565620224
ID - 221565620224
ER -
TY - JOUR
T1 - The Hl-index: Improvement of H-index Based on Quality of Citing Papers
JF - Akadémiai Kiadó and Springer Science+Business Media
Y1 - 2014
A1 - Zai,Li
A1 - Yan,Xiangbin
A1 - Zhu,Bin
KW - BIS
KW - Business Analytics
AB - This paper proposes hl-index as an improvement of the h-index, a popular measurement for the research quality of academic researchers. Although the h-index integrates the number of publications and the academic impact of each publication to evaluate the productivity of a researcher, it assumes that all papers that cite an academic article contribute equally to the academic impact of this article. This assumption, of course, could not be true in most times. The citation from a well-cited paper certainly brings more attention to the article than the citation from a paper that people do not pay attention to. It therefore becomes important to integrate the impact of papers that cite a researcher’s work into the evaluation of the productivity of the researcher. Constructing a citation network among academic papers, this paper therefore proposes hl-index that integrating the h-index with the concept of lobby index, a measures that has been used to evaluate the impact of a node in a complex network based on the impact of other nodes that the focal node has direct link with. This paper also explores the characteristics of the proposed hl-index by comparing it with citations, h-index and its variant g-index.
VL - 98
CP - 2
U2 - a
U4 - 69565954048
ID - 69565954048
ER -
TY - JOUR
T1 - IT Artifact Bias: How exogenous predilections influence organizational information system paradigms
JF - International Journal of Information Management
Y1 - 2014
A1 - Curry,Michael
A1 - Marshall,Byron
A1 - Kawalek,Peter
KW - Accounting
KW - BIS
AB - Efforts in IS research have long sought to bridge the gap between the information technology (IT) function and strategic business interests. Efforts in IS research have long sought to bridge the gap between the information technology (IT) function and the strategic business interests. People perceive affordances (possibilities for action) in information technology artifacts differently as cognitive structures (schema) which bias individual focus. This study explores how an individual’s tendency to perceive the ‘trees’ in an IT ‘forest’ (artifact preference), affects their assessment of efforts to achieve more effective IT outcomes. The effect is demonstrated using a relatively simple IT success model. Further, in a sample of 120 survey responses supported by ten semi-structured interviews we demonstrate that job role and organizational IT complexity systematically impact artifact perception. A better understanding of IT artifact bias promises to help organizations better assess information systems.
VL - 34
UR - http://dx.doi.org/10.1016/j.ijinfomgt.2014.02.005
CP - 4
U2 - a
U4 - 86233214976
ID - 86233214976
ER -
TY - HEAR
T1 - Mining knowledge sharing processes in online discussion forums
Y1 - 2014
A1 - Wang,G. Alan
A1 - Wang,Harry Jiannan
A1 - Li,Jiexun
A1 - Fan,Weiguo
KW - BIS
JA - The 47th Hawaii International Conference on System Sciences (HICSS)
CY - Big Island, HI. U.S.A
U2 - c
U4 - 98583332864
ID - 98583332864
ER -
TY - CONF
T1 - The Moderating Power of IT Bias on User Acceptance of Technology
T2 - Sixth Annual Pre-ICIS Workshop on Accounting Information Systems
Y1 - 2014
A1 - Marshall,Byron
A1 - Curry,Michael
A1 - Kawalek,Peter
KW - Accounting
KW - BIS
JA - Sixth Annual Pre-ICIS Workshop on Accounting Information Systems
CY - Auckland
U2 - b
U4 - 105740615680
ID - 105740615680
ER -
TY - HEAR
T1 - Scalable Audience Targeted Models for Brand Advertising on Social Networks
Y1 - 2014
A1 - Zhang,Kunpeng
A1 - Ouksel,Aris M.
A1 - Fan,Shaokun
A1 - Liu,Hengchang
KW - BIS
KW - Business Analytics
JA - Proceedings of the 8th ACM Conference on Recommender systems
CY - Foster City, CA, USA
U2 - c
U4 - 221565589504
ID - 221565589504
ER -
TY - JOUR
T1 - An ACP Approach to Public Health Emergency Management: Using a Campus Outbreak of H1N1 Influenza as a Case Study
JF - IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems & Humans
Y1 - 2013
A1 - Duan,Wei
A1 - Cao,Zhidong
A1 - Wang,Youzhong
A1 - Zhu,Bin
A1 - Zeng,Daniel
A1 - Wang,Fei-Yue
A1 - Qiu,Xiaogang
A1 - Song,Hongbin
A1 - Wang,Yong
KW - BIS
KW - Business Analytics
AB - In order to tackle the infeasibility of building mathematical models and conducting physical experiments for public health emergencies in a real world, we apply the ACP (Artificial societies, Computational experiments, and Parallel execution) approach to public health emergency management. We conducted a case study on the largest collective outbreak of H1N1 influenza at a Chinese university in 2009. We built an artificial society to reproduce H1N1 influenza outbreaks. In computational experiments, aiming to obtain comparable results with the real data, we applied the same intervention strategy as that was used during the real outbreak. Then we compared experiment results with real data to verify our models, including spatial models, population distribution, weighted social networks, contact patterns, students’ behaviors, and models of H1N1 influenza disease, in the artificial society. We then applied alternative intervention strategies to the artificial society. The simulation results suggested that alternative strategies controlled the outbreak of H1N1 influenza more effectively. Our models and their application to intervention strategy improvement show that the ACP approach is useful for public health emergency management
VL - 43
CP - 5
U2 - a
U4 - 69564794880
ID - 69564794880
ER -
TY - CONF
T1 - A cognitive-neural approach to explaining market oscillations in a fully recurrent adaptive agent population
Y1 - 2013
A1 - Wong,Charles
A1 - Versace,Massimiliano
A1 - Zhu,Bin
KW - BIS
KW - Business Analytics
AB - Recreating market oscillations to study the markets often makes use of induced activity reversal via finite share or auction thresholds, strategically replacing agents via bankruptcy or genetic algorithm rules, heavily data specific network parameterization, or stochastic randomness. However, such techniques do not shed any additional light on how and why intelligent individual scale agents may spontaneously and rationally decide to endogenously change from a buying to a selling posture within a population. This paper introduces Social Netmap, an agent based population of general purpose, parameter-free, adaptive agents adjusting their behavior in real time to the directly observed aggregate and individual behaviors of their neighbors much like real intelligent actors might in a population. Without relying on random processes, validated parameters, turning-point thresholds, or agent replacement, Social Netmap was able to endogenously create typical market oscillations in 21 out of 30 cases of real Dow Jones Industrial Average data. Social Netmap points towards future work in more realistic group behavior of intelligent, rational agents.
UR - http://www.dmi.unict.it/ecal2013/
U2 - b
U4 - 69566212096
ID - 69566212096
ER -
TY - HEAR
T1 - Data/Knowledge Management for LIDAR Data Users/Researchers
Y1 - 2013
A1 - Zhu,Bin
A1 - Olson,Michael
KW - BIS
KW - Business Analytics
JA - NSF I/UCRC Center for e-Design Strategic Planning Meeting
CY -
U2 - c
U4 - 88240963584
ID - 88240963584
ER -
TY - HEAR
T1 - Discovering Consumer Health Expressions from Consumer-Contributed Content
Y1 - 2013
A1 - Jiang,Ling
A1 - Yang,Christopher C
A1 - Li,Jiexun
KW - BIS
JA - 2013 International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP 2013)
CY - Washington DC, USA
U2 - c
U4 - 98583427072
ID - 98583427072
ER -
TY - JOUR
T1 - Electronic Medical Record Compliance and Continuity in Delivery of Care: An Empirical Investigation in a Combat Environment
Y1 - 2013
A1 - Mellott,M.
A1 - Thatcher,J.
A1 - Roberts,Nicholas
KW - BIS
U2 - a
U4 - 272321435648
ID - 272321435648
ER -
TY - HEAR
T1 - Ever-Changing Workarounds: A Model for Workaround Management Lifecycle in Healthcare Workflow
Y1 - 2013
A1 - Fan,Shaokun
A1 - Tong,Yu
A1 - Zhao,J. Leon
KW - BIS
KW - Business Analytics
JA - 2013 SIGBPS Workshop on Business Processes and Service
CY - Milan, Italy
U2 - c
U4 - 221565501440
ID - 221565501440
ER -
TY - HEAR
T1 - Finding patterns for effective knowledge sharing in online communities
Y1 - 2013
A1 - Li,Jiexun
A1 - Wang,G. Alan
A1 - Wang,Harry Jiannan
A1 - Fan,Weiguo
KW - BIS
JA - The 23rd Workshop on Information Technology and Systems (WITS)
CY - Milan, Italy
U2 - c
U4 - 98583351296
ID - 98583351296
ER -
TY - ABST
T1 - Gender Classification for Product Reviewers in China: A Data-Driven Approach
Y1 - 2013
A1 - Zhu,Bin
A1 - Yan,Xiangbin
A1 - Wang,Jing
KW - BIS
KW - Business Analytics
AB - While it is crucial for organizations to automatically identify the gender of participants in product discussion forums, they may have difficulties adopting existing gender classification methods because the associations between the linguistic features used in those studies and gender type usually varies with context. The prototype system we propose to demo validates a framework for the development of gender classification that uses a more “data-driven” approach. It constantly extracts content-specific features from the discussion content. And the system could automatically adjust itself to accommodate the contextual changes in order to achieve better classification accuracy.
UR - http://www.som.buffalo.edu/isinterface/wits2013/
U2 - d
U4 - 88335765504
ID - 88335765504
ER -
TY - HEAR
T1 - Identifying hidden community elites in online social networks
Y1 - 2013
A1 - Hu,Daning
A1 - Li,Jiexun
A1 - Yang,Xuan
A1 - Yan,Jiaqi
KW - BIS
JA - China Summer Workshop on Information Management (CSWIM 2013)
CY - Tianjin, China
U2 - c
U4 - 98583384064
ID - 98583384064
ER -
TY - HEAR
T1 - Mapping User requirements to Design Alternatives: The Whole Nine yards
Y1 - 2013
A1 - Zhu,Bin
A1 - Hoyle,Christopher
KW - BIS
KW - Business Analytics
JA - NSF I/UCRC Center for e-Design Strategic Planning Meeting
CY -
U2 - c
U4 - 88240386048
ID - 88240386048
ER -
TY - JOUR
T1 - What Do They Know About Me In The Cloud? A Comparative Law Perspective On Protecting the Privacy and Security of Sensitive Consumer Data
JF - American Business Law Journal
Y1 - 2013
A1 - King,Nancy
A1 - Raja,V.T.
KW - BIS
KW - Business Law
AB - How much does the cloud know about us? Should we care? In cloud computing, sensitive personal data flows in a global network of internet connected computers, creating attractive targets for hackers, challenging law enforcement and raising concerns about government surveillance. From an information privacy perspective, this article discusses how well the management information systems practices and laws in the United States and Europe protect the privacy and security of sensitive consumer data in the cloud. It examines policies and proposed regulations and makes suggestions for legal reforms in both jurisdictions to protect the privacy and security of sensitive information.
CY - Wiley Periodicals, Inc., Malden, MA
VL - 50
CP - 2
U2 - a
U4 - 55693561856
ID - 55693561856
ER -
TY - JOUR
T1 - Absorptive Capacity and Information Systems Research: Review, Synthesis, and Directions for Future Research
Y1 - 2012
A1 - Roberts,Nicholas
A1 - Galluch,P.
A1 - Dinger,M.
A1 - Grover,V.
KW - BIS
U2 - a
U4 - 272321437696
ID - 272321437696
ER -
TY - HEAR
T1 - Business Process Management
Y1 - 2012
A1 - Reitsma,Reindert
A1 - Van Patten,Mark
A1 - Baker,Mark
A1 - Coogan,Chris
KW - BIS
JA - 2012 Portland CIO Forum
CY - Portland, OR
U2 - c
U4 - 63034542081
ID - 63034542081
ER -
TY - JOUR
T1 - Can Intermediary-based Science Standards Crosswalking Work? Some Evidence from Mining the Standard Alignment Tool (SAT)
JF - Journal of the Association for Information Science and Technology
Y1 - 2012
A1 - Reitsma,Reindert
A1 - Marshall,Byron
A1 - Chart,Trevor
KW - Accounting
KW - BIS
AB - We explore the feasibility of intermediary-based crosswalking and alignment of K-12 science education standards. With increasing availability of K-12 science, technology, engineering and mathematics (STEM) digital library content, alignment of that content with educational standards is a significant and continuous challenge. Whereas direct, one-to-one alignment of standards is preferable but currently unsustainable in its resource demands, less resource-intensive intermediary-based alignment offers an interesting alternative. But will it work? We present the results from an experiment in which the machine-based Standard Alignment Tool (SAT) —incorporated in the National Science Digital Library (NSDL)— was used to collect over half a million direct alignments between standards from different standard-authoring bodies. These were then used to compute intermediary-based alignments derived from the well-known AAAS Project 2061 Benchmarks and NSES standards. Results show strong variation among authoring bodies in their success to crosswalk with best results for those who modeled their standards on the intermediaries. Results furthermore show a strong inverse relationship between recall and precision when both intermediates where involved in the crosswalking.
VL - 63
UR - http://people.oregonstate.edu/~marshaby/Papers/ReitsmaMarshallChart_StandardsCrosswalking_JASIST2012.pdf
U2 - a
U4 - 43025678337
ID - 43025678337
ER -
TY - HEAR
T1 - Collaboration Process Patterns and Efficiency of Issue Resolution in Software Development
Y1 - 2012
A1 - Fan,Shaokun
A1 - Li,Xin
A1 - Zhao,J. Leon
KW - BIS
KW - Business Analytics
JA - 2012 International Conference on Collaboration Technologies and Systems (CTS)
CY - Denver, CO, USA
U2 - c
U4 - 221565446144
ID - 221565446144
ER -
TY - HEAR
T1 - A Comparative Study of Smoking Cessation Intervention Programs on Social Media
Y1 - 2012
A1 - Zhang,Mi
A1 - Yang,Christopher C
A1 - Li,Jiexun
KW - BIS
JA - 2012 International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP12)
CY - College Park, MD, USA
U2 - c
U4 - 98583535616
ID - 98583535616
ER -
TY - JOUR
T1 - Conceptualizing Models Using Multidimensional Constructs: A Review and Guidelines for their Use
Y1 - 2012
A1 - Polites,G.
A1 - Roberts,Nicholas
A1 - Thatcher,J.
KW - BIS
U2 - a
U4 - 272321443840
ID - 272321443840
ER -
TY - CONF
T1 - Control Mechanisms and Electronic Medical Record Compliance in a Combat Environment: An Empirical Investigation
Y1 - 2012
A1 - Mellott,M.
A1 - Thatcher,J.
A1 - Roberts,Nicholas
KW - BIS
U2 - b
U4 - 272321691648
ID - 272321691648
ER -
TY - CONF
T1 - Data Quality Metadata and Decision Making
T2 - 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), Proceedings,
Y1 - 2012
A1 - Shankaranarayanan,G.
A1 - Zhu,Bin
KW - BIS
KW - Business Analytics
JA - 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), Proceedings,
CY - Grand Wailea, Maui, HI, USA
U2 - b
U4 - 52814555136
ID - 52814555136
ER -
TY - JOUR
T1 - Discovering target groups in social networking sites: An effective method for maximizing joint influential power
JF - Electronic Commerce Research and Applications
Y1 - 2012
A1 - Xu,Kaiquan
A1 - Guo,Xitong
A1 - Li,Jiexun
A1 - Lau,Raymond Y.K.
A1 - Liao,Stephan Shaoyi
KW - BIS
VL - 11
CP - 4
U2 - a
U4 - 86815690752
ID - 86815690752
ER -
TY - HEAR
T1 - Disentangling IT Artifact Bias
Y1 - 2012
A1 - Curry,Michael
A1 - Marshall,Byron
KW - Accounting
KW - BIS
JA - 4th Annual Pre-ICIS Workshop on Accounting Information Systems
CY - Orlando, Florida
U2 - c
U4 - 69567012864
ID - 69567012864
ER -
TY - HEAR
T1 - An effective method for discovering target groups on social networking sites
Y1 - 2012
A1 - Xu,Kaiquan
A1 - Li,Jiexun
A1 - Liao,Shaoyi
A1 - Lau,Raymond Y.K.
KW - BIS
JA - 2011 International Conference on Information Systems (ICIS 2011)
CY - Shanghai, China
U2 - c
U4 - 98583597056
ID - 98583597056
ER -
TY - JOUR
T1 - An Examination of the Role of Military Medical Chief Information Officer
Y1 - 2012
A1 - Mellott,M.
A1 - Thatcher,J.
A1 - Roberts,Nicholas
A1 - Carter,M.
KW - BIS
U2 - a
U4 - 272321447936
ID - 272321447936
ER -
TY - HEAR
T1 - Exploiting Semantic Structure for Mapping User-specified Form Terms to SNOMED CT Concepts
Y1 - 2012
A1 - Khare,Ritu
A1 - An,Yuan
A1 - Li,Jiexun
A1 - Song,Il-Yeol
A1 - Hu,Xiaohua
KW - BIS
JA - 2012 ACM SIGHIT International Health Informatics Symposium (IHI 2012)
CY - Miami, FL, USA
U2 - c
U4 - 98583576576
ID - 98583576576
ER -
TY - HEAR
T1 - Finding People Who Forward Your Messages
Y1 - 2012
A1 - Zhu,Bin
A1 - Chau,Michael
KW - BIS
KW - Business Analytics
JA - School of Mechanical, Industrial, & Manufacturing Engineering Seminar Series
CY -
U2 - c
U4 - 52770985984
ID - 52770985984
ER -
TY - HEAR
T1 - Finding People Who Forward Your Messages
Y1 - 2012
A1 - Zhu,Bin
A1 - Chau,Michael
KW - BIS
KW - Business Analytics
JA - 2012 Winter Conference on Business Intelligence
CY - Snowbird, Utah
U2 - c
U4 - 52770910208
ID - 52770910208
ER -
TY - HEAR
T1 - Finding People Who Retweet
Y1 - 2012
A1 - Zhu,Bin
KW - BIS
KW - Business Analytics
JA - 2012 INFORMS International Conference
CY - Beijing, China
U2 - c
U4 - 52771076096
ID - 52771076096
ER -
TY - JOUR
T1 - A Framework for the Transformation from Conceptual to Logical Workflow Models
JF - Decision Support Systems
Y1 - 2012
A1 - Fan,Shaokun
A1 - Zhao,J. L.
A1 - Liu,M.
A1 - Dou,W.
KW - BIS
KW - Business Analytics
VL - 55
CP - 1
U2 - a
U4 - 132759138304
ID - 132759138304
ER -
TY - JOUR
T1 - Identifying valuable customers on social network sites for profit maximization
JF - Expert Systems with Applications
Y1 - 2012
A1 - Xu,Kaiquan
A1 - Li,Jiexun
A1 - Song,Yuxia
KW - BIS
VL - 39
CP - 17
U2 - a
U4 - 86816428032
ID - 86816428032
ER -
TY - JOUR
T1 - Investigating Firm’s Customer Agility and Firm Performance: The Importance of Aligning Sense and Respond Capabilities
Y1 - 2012
A1 - Roberts,Nicholas
A1 - Grover,V.
KW - BIS
U2 - a
U4 - 272321441792
ID - 272321441792
ER -
TY - HEAR
T1 - IT Effectiveness Norms and Organizational Success: a Literature Review
Y1 - 2012
A1 - Curry,Michael
KW - BIS
JA - Doctoral Symposium
CY - Manchester, UK
U2 - c
U4 - 51281883136
ID - 51281883136
ER -
TY - CONF
T1 - Is It You or the Message: Why Do People Pass Along Micro-Blogging Messages?
T2 - The Eleventh Workshop on e-Business (WeB'12)
Y1 - 2012
A1 - Zhu,Bin
A1 - Marshall,Byron
KW - Accounting
KW - BIS
KW - Business Analytics
JA - The Eleventh Workshop on e-Business (WeB'12)
CY - Orlando, Florida
U2 - b
U4 - 107914813440
ID - 107914813440
ER -
TY - JOUR
T1 - Leveraging IT Infrastructure to Facilitate Competitive Activity via Customer Agility: An Empirical Investigation
Y1 - 2012
A1 - Roberts,Nicholas
A1 - Grover,V.
KW - BIS
U2 - a
U4 - 272321439744
ID - 272321439744
ER -
TY - JOUR
T1 - Operationalizing Multidimensional Constructs in Structural Equation Modeling: Recommendations for IS Research
Y1 - 2012
A1 - Wright,R.
A1 - Campbell,D.
A1 - Thatcher,J.
A1 - Roberts,Nicholas
KW - BIS
U2 - a
U4 - 272321445888
ID - 272321445888
ER -
TY - JOUR
T1 - Patterns of News Dissemination through Online News Network in China
JF - Information Systems Frontiers
Y1 - 2012
A1 - Wang,Youzhong
A1 - Zeng,Daniel
A1 - Zhu,Bin
KW - BIS
KW - Business Analytics
VL - 16
CP - 4
U2 - a
U4 - 52770017280
ID - 52770017280
ER -
TY - JOUR
T1 - Protecting the Privacy and Security of Sensitive Customer Data in the Cloud
JF - Computer Law and Security Review
Y1 - 2012
A1 - King,Nancy
A1 - Raja,V.T.
KW - BIS
KW - Business Law
AB - The global ubiquity of cloud computing may expose consumers' sensitive personal data to significant privacy and security threats. A critical challenge for the cloud computing industry is to earn consumers' trust by ensuring adequate privacy and security for sensitive consumer data. Regulating consumer privacy and security also challenges government enforcement of data protection laws that were designed with national borders in mind. From an information privacy perspective, this article analyses how well the regulatory frameworks in place in Europe and the United States help protect the privacy and security of sensitive consumer data in the cloud. It makes suggestions for regulatory reform to protect sensitive infomraiton in cloud computing environments and to remove regulatory constraints that limit the growth of this vibrant new industry.
CY - Oxford
VL - 28
UR - www.Sciencedirect.com
CP - 3
U2 - a
U4 - 40841897985
ID - 40841897985
ER -
TY - JOUR
T1 - Semantic-enhanced models to support timely admission prediction at emergency departments
JF - Network Modeling Analysis in Health Informatics and Bioinformatics
Y1 - 2012
A1 - Li,Jiexun
A1 - Guo,L.
A1 - Handly,N.
A1 - Thompson,D. A.
KW - BIS
VL - 1
CP - 4
U2 - a
U4 - 86815619072
ID - 86815619072
ER -
TY - CONF
T1 - The Semantics of Social Media: The Spread of Occupy Protests
Y1 - 2012
A1 - Washington,A.
A1 - Roberts,Nicholas
A1 - Thatcher,J.
KW - BIS
U2 - b
U4 - 272321705984
ID - 272321705984
ER -
TY - CONF
T1 - The TeachEngineering Digital Library: Improving Access to the P-12 Engineering Conversation
T2 - Proceedings 2nd P-12 Engineering and Design Education Research Summit
Y1 - 2012
A1 - Reitsma,Reindert
A1 - Zarske,M.
A1 - Sullivan,J.
A1 - Klenk,P.
A1 - Forbes,M.
A1 - Carlson,D.
KW - BIS
AB - The TeachEngineering digital library is a collection of searchable, standards-based, classroom-tested P-12 engineering curricula for use in science and math classrooms (Sullivan et al., 2005). Its inquiry-based lessons and hands-on activities use real-life engineering as a vehicle for the integration of science and math in P-12 classrooms. Mapped to educational content standards, the activities are age-appropriate, inexpensive to conduct, and relevant to students’ daily lives, helping science and math come alive. The collection is a powerful resource for those in P-12 or higher education, industry and professional communities wanting to improve STEM literacy, to engage young students in the joys and creativity of engineering and the design process, and to increase the number of students pursuing STEM careers.
This paper investigates TeachEngineering usage trends and curricular submission statistics. Specifically, we analyze the submission process for curriculum contributed from external authors, suggest practices for submitting new curriculum, and discuss possible support avenues for future submissions.
JA - Proceedings 2nd P-12 Engineering and Design Education Research Summit
U2 - b
U4 - 50961645568
ID - 50961645568
ER -
TY - HEAR
T1 - Towards an Intelligent Approach to Extracting Data for Process Mining
Y1 - 2012
A1 - Wang,Harry Jiannan
A1 - Li,Jiexun
A1 - Bai,Xue
KW - BIS
JA - SIGBPS Workshop on Business Processes and Services (BPS'12)
CY - Orlando, FL, USA
U2 - c
U4 - 98583465984
ID - 98583465984
ER -
TY - HEAR
T1 - Towards Collaboration Virtualization Theory
Y1 - 2012
A1 - Fan,Shaokun
A1 - Sia,Choon-Ling
A1 - Zhao,J. Leon
KW - BIS
KW - Business Analytics
JA - The Pacific Asia Conference on Information Systems (PACIS)
CY - Ho Chi Minh City, Vietnam
U2 - c
U4 - 221565396992
ID - 221565396992
ER -
TY - JOUR
T1 - Comparison of Human and Machine-based Educational Standard Assignment Networks
JF - International Journal on Digital Libraries
Y1 - 2011
A1 - Reitsma,Reindert
A1 - Diekema,Anne R
KW - BIS
AB - Increasing availability of digital libraries of K-12 curriculum resources, coupled with an increased emphasis on standard-based teaching necessitates assignment of the standards to the available curriculum. Since such assignment is a laborious and ongoing task, machine-based standard assignment tools have been under development for some time. Unfortunately, data on the performance of these machine-based classifiers are mostly lacking. In this paper we explore network modeling and layout to gain insight into the differences between human assignments and those by one of the better known machine-based classifiers. To build the standard assignment networks we define standards to be linked if they are jointly assigned to the same curricular item. Comparative analysis of the mapped networks shows that that unlike the machine-based assignment maps, the human-based maps elegantly reflect the rationales and principles of the assignment; i.e., clusters of standards separate along lines of lesson content and pedagogical principles. In addition, comparison of the maps clearly indicates that the machine classifier has trouble assigning so-called 'method' standards.
VL - 11
U2 - a
U4 - 26462951425
ID - 26462951425
ER -
TY - CONF
T1 - Control Mechanisms and Deployed Electronic Medical Record Policy Compliance: A Principal-Agent Perspective
Y1 - 2011
A1 - Mellott,
A1 - Roberts,Nicholas
A1 - Thatcher,J.
KW - BIS
U2 - b
U4 - 272321708032
ID - 272321708032
ER -
TY - HEAR
T1 - Criminal identity resolution using social behavior and relationship attributes
Y1 - 2011
A1 - Li,Jiexun
A1 - Wang,G. Alan
KW - BIS
JA - IEEE International Conference on Intelligence and Security Informatics (ISI 2011)
CY - Beijing, China
U2 - c
U4 - 98583638016
ID - 98583638016
ER -
TY - HEAR
T1 - Derivation of hospital admission prediction models based on coded chief complaint, demographic, patient acuity and emergency department (ED) operational data available at ED triage
Y1 - 2011
A1 - Handly,Neal
A1 - Li,Jiexun
A1 - Thompson,David A
A1 - Venkat,A
A1 - Chuirazzi,D M
KW - BIS
JA - 2011 Society for Academic Emergency Medicine (SAEM) Annual Meeting
CY - Boston, MA, USA
U2 - c
U4 - 98583676928
ID - 98583676928
ER -
TY - JOUR
T1 - An Examination of the Deployed Inpatient Electronic Medical Record
Y1 - 2011
A1 - Mellott,M.
A1 - Thatcher,J.
A1 - Roberts,Nicholas
KW - BIS
U2 - a
U4 - 272321452032
ID - 272321452032
ER -
TY - JOUR
T1 - Identity matching using personal and social identity features
JF - Information Systems Frontiers
Y1 - 2011
A1 - Li,Jiexun
A1 - Wang,Alan Gang
A1 - Chen,Hsinchun
KW - BIS
VL - 13
CP - 1
U2 - a
U4 - 86816591872
ID - 86816591872
ER -
TY - JOUR
T1 - Mining comparative opinions from customer reviews for competitive intelligence
JF - Decision Support Systems
Y1 - 2011
A1 - Xu,Kaiquan
A1 - Liao,Stephan S
A1 - Li,Jiexun
KW - BIS
VL - 50
CP - 4
U2 - a
U4 - 86816761856
ID - 86816761856
ER -
TY - JOUR
T1 - Organizational Information Technology Norms and IT Quality
JF - Communications of the IIMA
Y1 - 2011
A1 - Marshall,Byron
A1 - Curry,Michael
A1 - Reitsma,Reindert
KW - Accounting
KW - BIS
AB - The effectiveness of IT governance initiatives in improving IT’s contribution to organizational success has been demonstrated but the mechanisms by which improved outcomes are realized have largely remained unexplored. Although IT governance tools such as COBIT and ITIL specify procedures and policies for the management of IT resources, the experts who developed those tools also embedded a set of core principles or ‘norms’ in the underlying frameworks. This article explores these norms and their role in the realization of organizational IT quality. Through analysis of normative messages implicitly expressed in the documentation elements provided by COBIT, we extract two norms (commitment to improvement and a risk/control perspective) thought to indicate that an organization has adopted the spirit of IT governance. Next, we model the relationship between adoption of these norms and IT quality and evaluate the model with data from a survey of 86 individuals who use, manage, and/or deliver organizational IT services. Principal component analysis is used to validate the survey items. Results show statistically significant relationships between norm adoption, participation in norm-driven activities, and organizational IT quality.
VL - 11
UR - http://www.iima.org/index.php?option=com_phocadownload&view=category&id=60:2011-volume-11-issue-4&Itemid=68
CP - 4
U2 - a
U4 - 40795119617
ID - 40795119617
ER -
TY - CONF
T1 - Patterns of News Dissemination through Online News Network in China
T2 - Proceedings of the 21st Workshop on Information Technologies and Systems (WITS 2011), Shanghai, China, December 3rd, 2011
Y1 - 2011
A1 - Wang,Youzhong
A1 - Zeng,Daniel
A1 - Zhu,Bin
KW - BIS
KW - Business Analytics
JA - Proceedings of the 21st Workshop on Information Technologies and Systems (WITS 2011), Shanghai, China, December 3rd, 2011
U2 - b
U4 - 42184273921
ID - 42184273921
ER -
TY - JOUR
T1 - The Role of Trust in Post-Adoption IT Exploration: An Empirical Examination of Knowledge Management Systems
Y1 - 2011
A1 - Thatcher,J.
A1 - McKnight,H.
A1 - Arsal,R.
A1 - Baker,E.
A1 - Roberts,Nicholas
KW - BIS
U2 - a
U4 - 272321449984
ID - 272321449984
ER -
TY - HEAR
T1 - Segmenting a Fragmented Market – Challenges and How to Get It Right
Y1 - 2011
A1 - Montgomery,Todd
KW - BIS
KW - Marketing
KW - OSU-Cascades
KW - OSU-Cascades Hospitality Mgt
JA - Pricing Trends Monthly Webinar Series
U2 - c
U4 - 103259822080
ID - 103259822080
ER -
TY - HEAR
T1 - Sentiment Community Detection in Social Networks
Y1 - 2011
A1 - Xu,Kaiquan
A1 - Li,Jiexun
A1 - Liao,Stephen Shaoyi
KW - BIS
JA - 2011 iConference
CY - Seattle, WA, USA
U2 - c
U4 - 98583699456
ID - 98583699456
ER -
TY - CONF
T1 - World vs. Method: Educational Standard Formulation Impacts Document Retrieval
T2 - Proceedings of the Joint Conference on Digital Libraries (JCDL'11),Ottawa, Canada.
Y1 - 2011
A1 - Marshall,Byron
A1 - Reitsma,Reindert
KW - Accounting
KW - BIS
AB - Although initiatives are underway in the educational community to consolidate disparate collections of educational standards, little has been done to explore the impact of educational standard formulation on information retrieval. Recent research contrasts two categories of educational standards: ‘World’ (topical domain-related concepts) and ‘Method’ (investigative and epistemological principles). This paper explores the information retrieval implications of the World vs. Method distinction. We find that experts are more likely to agree about which educational resources align with a Method standard but that a typical automatic standard assignment tool is more likely to assign a World standard to an educational resource. Further, a text-based information retrieval system is more likely to be accurate in retrieving documents relevant to a World standard as compared to a Method standard. These findings have implications both for educational standard formulation (combining World and Method components in a standard may improve retrieval) and for digital library builders who want to help teachers identify useful, standards-aligned learning objects.
JA - Proceedings of the Joint Conference on Digital Libraries (JCDL'11),Ottawa, Canada.
U2 - b
U4 - 33636190209
ID - 33636190209
ER -
TY - JOUR
T1 - Advancing Operations Management Theory Using Exploratory Structural Equation Modelling Techniques
Y1 - 2010
A1 - Roberts,Nicholas
A1 - Thatcher,J.
A1 - Grover,V.
KW - BIS
U2 - a
U4 - 272321458176
ID - 272321458176
ER -
TY - CONF
T1 - Are French Fries and Grades Bad for You? Conflicting Evidence on how K-12 Teachers Search in a K-12 Engineering Digital Library
T2 - Am. Soc. of Engr. Education (ASEE) Annual Conf. 2010
Y1 - 2010
A1 - Reitsma,Reindert
A1 - Klenk,P.
A1 - Zarske,M.
A1 - Sullivan,J.
KW - BIS
AB - The TeachEngineering digital library provides teacher-tested, standards-based engineering content for K-12 teachers to use in science and math classrooms. Since its release in 2005, it has demonstrated significant growth in users and in contributors; data on this growth is presented. The TeachEngineering team continues to research its search functions and user interface in order to ensure that it is meeting the needs of its intended users, K-12 teachers. Empirical evidence of an experimental study on the dimensions of alignment between digital K-12 lesson materials and education standards, however, contradicts that of the observed search behavior of patrons of TeachEngineering. Whereas the experiment convincingly shows that grade band information does not add to the teaching materials’ relevance for an educational standard, observed patrons’ searching patterns show ample evidence of grade band-based searches. In this paper we offer that although grade band-based searches should perhaps be avoided because they improperly bias search results, they are such a prominent feature in the actual use of the digital library that as designers we must support them while mitigating the risk of unfortunate search bias. As a possible solution we suggest supporting grade-based searches yet offering query expansion by widening the grade band. These results also imply that curriculum developers pay close attention to the assignment of grade bands to their lessons and activities.
JA - Am. Soc. of Engr. Education (ASEE) Annual Conf. 2010
CY - Louisville, KY
U2 - b
U4 - 21031903233
ID - 21031903233
ER -
TY - JOUR
T1 - Aspects of 'Relevance' in the Alignment of Curriculum with Educational Standards
JF - Information Processing & Management
Y1 - 2010
A1 - Reitsma,Reindert
A1 - Marshall,Byron
A1 - Zarske,Malinda
KW - Accounting
KW - BIS
AB - Retrieval of useful digitized learning objects is a key objective for educational digital libraries, but imprecise definitions of alignment hinder the development of effective retrieval mechanisms. With over 63,000 U.S. K-12 science and mathematics education standards and a rapid proliferation of Web-enabled curriculum, retrieving curriculum that aligns with the standards to which teachers must teach is increasingly important. Previous studies of such alignment use single-dimensional and binary measures of relevance. Perhaps as a consequence they suffer from low inter-rater reliability (IRR), with experts agreeing about alignments only some 20-40% of the time. We present the results of an experiment in which the dependent variable ‘alignment’ is operationalized using the Saracevic model of relevance in which; i.e., alignment is defined and measured through ‘clues’ from the everyday practice of K-12 teaching. Results show higher inter-rater reliability on all clues with significantly higher IRR on several specific alignment dimensions. In addition, a (linear) model of ‘overall alignment’ is derived and estimated. Both the structure and explanatory power of the model differ significantly between searching vs. assessment. These results illustrate the usefulness of clue-based relevance measures for information retrieval and have important consequences for both the formulation of automated retrieval mechanisms and the construction of a gold standard set of standard-curriculum alignments.
VL - 46
UR - http://www.sciencedirect.com/science/article/B6VC8-4XF7Y02-1/2/3fd5e4257f3d904d5929eeff2185c678
CP - 3
U2 - a
U4 - 12651030529
ID - 12651030529
ER -
TY - JOUR
T1 - Building and Leveraging Information in Dynamic Markets: The Role of IT Infrastructure Flexibility as Enabler of Organizational Responsiveness and Competitive Advantage
Y1 - 2010
A1 - Bhatt,G.
A1 - Emdad,A.
A1 - Roberts,Nicholas
A1 - Grover,V.
KW - BIS
U2 - a
U4 - 272321456128
ID - 272321456128
ER -
TY - JOUR
T1 - A Collaborative Scheduling Approach for Service-Driven Scientific Workflow Execution
JF - Journal of Computer and System Sciences
Y1 - 2010
A1 - Dou,W.
A1 - Zhao,J. L.
A1 - Fan,Shaokun
KW - BIS
KW - Business Analytics
VL - 76
CP - 6
U2 - a
U4 - 132759257088
ID - 132759257088
ER -
TY - JOUR
T1 - The Diffusion of Second Generation Statistical Techniques in Information Systems Research from 1990-2008
Y1 - 2010
A1 - Gerow,J.
A1 - Grover,V.
A1 - Roberts,Nicholas
A1 - Thatcher,J.
KW - BIS
U2 - a
U4 - 272321454080
ID - 272321454080
ER -
TY - HEAR
T1 - Discourse Analysis of the Question-Answering Service of the Internet Public Library
Y1 - 2010
A1 - Poole,Erik V
A1 - Li,Jiexun
A1 - Park,Jung-Ran
KW - BIS
JA - Annual Conference of Association for Library and Information Science Education (ALISE 2010)
CY - Boston, MA, USA
U2 - c
U4 - 98583732224
ID - 98583732224
ER -
TY - CONF
T1 - Does Using CobiT Improve IT Solution Proposals?
T2 - AAA Annual Meeting, IS Section
Y1 - 2010
A1 - Marshall,Byron
A1 - Curry,Michael
A1 - Reitsma,Reindert
KW - Accounting
KW - BIS
AB - The CobiT (Control Objectives for Information and related Technology) framework is designed to help organizations implement IT governance practices by systematically shaping identifiable IT processes to better leverage IT expenditures. The control structure advocated in CobiT embodies governance notions including business alignment, a risk/control perspective, systematic measurement, accountability, and continuous improvement. Despite the rise of internal control regulation, not all organizations have implemented systematic IT controls and many, notably small, organizations may never do so. This study explores whether exposing decision makers to CobiT positively affects the IT solutions they generate. We present a framework (drawn primarily from the structure of CobiT) for identifying normatively better IT plans as measured by application of governance principles. We report on 115 IT solution proposals created by business students. The proposals developed using CobiT more frequently took a risk/control approach, addressed the need for continuous improvement, referred to general IT processes, identified the people who should implement a solution, and proposed more measures of success. Thus, exposing decision makers to a systematic IT governance framework promises to help them generate more comprehensive solutions to IT challenges.
JA - AAA Annual Meeting, IS Section
U2 - b
U4 - 16758226945
ID - 16758226945
ER -
TY - CONF
T1 - Educational Standard Assignment; Some recent findings working with NSDL tools CAT & SAT
T2 - National Science Digital Library (NSDL) 2010 Annual Meeting
Y1 - 2010
A1 - Reitsma,Reindert
A1 - Diekema,A.
KW - BIS
AB - The NSDL suite of tools offers the Content Assignment and Standard Alignment Tools (CAT & SAT). We present two evaluations of these tools; one is a comparative analysis of human vs. CAT standard assignment. Another is the use of a 24M-row database of SAT-based standard alignments. The latter explores the feasibility of standard cross walking
JA - National Science Digital Library (NSDL) 2010 Annual Meeting
U2 - b
U4 - 33900787713
ID - 33900787713
ER -
TY - CONF
T1 - Finding Treasures in Your Trash,
T2 - Proceedings of Joint Conference of eServices and Business Intelligence, Chengdu, China, June 4th-6th, 2010
Y1 - 2010
A1 - Zhu,Bin
A1 - Luo,Xin
A1 - Ma,James
A1 - Chau,Michael
KW - BIS
KW - Business Analytics
JA - Proceedings of Joint Conference of eServices and Business Intelligence, Chengdu, China, June 4th-6th, 2010
U2 - b
U4 - 42184540161
ID - 42184540161
ER -
TY - HEAR
T1 - Finding Treasures in Your Trash
Y1 - 2010
A1 - Zhu,Bin
A1 - Luo,X.
A1 - Ma,J.
A1 - Chau,M.
KW - BIS
KW - Business Analytics
JA - Joint Conference of eServices and Business Intelligence
CY - Chengdu, China
U2 - c
U4 - 39442378753
ID - 39442378753
ER -
TY - JOUR
T1 - Gene function prediction with gene interaction networks: a context graph kernel approach
JF - IEEE Transactions on Information Technology in Biomedicine
Y1 - 2010
A1 - Li,Xin
A1 - Chen,Hshinchun
A1 - Li,Jiexun
A1 - Zhang,Zhu
KW - BIS
VL - 14
CP - 1
U2 - a
U4 - 86817409024
ID - 86817409024
ER -
TY - HEAR
T1 - The Impact of Relational and Task-Oriented Leaders on Virtual Team Performance
Y1 - 2010
A1 - Bajwa,Deepinder
A1 - Tyran,Craig
A1 - Raja,V.T.
A1 - Tyran,Kristi
KW - BIS
JA - Group Decision and Negotiation (GDN) 2010 Conference
CY - Delft, The Netherlands
U2 - c
U4 - 35581231105
ID - 35581231105
ER -
TY - HEAR
T1 - IT curriculum and critical skills set for effective IT professionals: is there a gap?
Y1 - 2010
A1 - Reitsma,Reindert
A1 - Eom,Mike
A1 - Hootman,J
KW - BIS
JA - 2010 Portland CIO Forum
CY - Portland, OR
U2 - c
U4 - 27415453697
ID - 27415453697
ER -
TY - CONF
T1 - IT Governance Norms and IT Success
T2 - 2nd annual Pre‐ICIS Workshop on Accounting Information Systems
Y1 - 2010
A1 - Marshall,Byron
A1 - Curry,Michael
A1 - Reitsma,Reindert
KW - Accounting
KW - BIS
AB - The checklists included in well-known IT governance frameworks may be a good fit for
large organizations that face regulatory pressure and a need for large-scale coordination
but may be less appropriate for smaller organizations. Core IT governance principles
embedded in the structure of CobiT, ITIL, and ISO2000 can be expressed as a set of IT
governance norms including business alignment, a risk/control perspective, systematic
measurement, accountability, and continuous improvement. In this study, we model IT
effectiveness and willingness to comply with best practices as effects of adopting these
norms. We propose a set of survey items tailored to help assess the constructs in this
model then partially validate them using principal components analysis. Survey
responses (n=86) reveal a significant connection between evidence of norm adoption in
organizations and IT success. This norms-based paradigm may be useful in bringing
some of the benefits of IT governance to the smaller organizations that are thought to
drive economic growth and employment.
JA - 2nd annual Pre‐ICIS Workshop on Accounting Information Systems
CY - December 2010, Saint Louis, MO, U.S.A.
U2 - b
U4 - 31898748929
ID - 31898748929
ER -
TY - CONF
T1 - A Meta-Analytic Review and Extension of the Organizational IT Assimilation Literature
Y1 - 2010
A1 - Roberts,Nicholas
A1 - Gerow,J.
A1 - Roberts,S.
KW - BIS
U2 - b
U4 - 272321693696
ID - 272321693696
ER -
TY - CONF
T1 - Network Visualization of Human and Machine-based Educational Standard Assignment
T2 - Information Visualization 2010 (IV-10)
Y1 - 2010
A1 - Reitsma,Reindert
A1 - Diekema,A.
KW - BIS
AB - Rapid growth in the availability of digital libraries of K-12 curriculum, coupled with an increased emphasis on standard-based teaching has led to the development of automated standard assignment tools. To assess the performance of one of those tools and to gain insight into the differences between how human catalogers and automated tools conduct these standard assignments, we explore the use of network modeling and visualization techniques for comparing and contrasting the two. The results show significant differences between the human-based and machine-based network maps. Unlike the machine-based maps, the human-based assignment maps elegantly reflect the rationales and principles of the assignments; i.e., clusters of standards separate along lines of content and pedagogical principles. In addition, humans seem significantly more apt at assigning so-called ‘methodological’ standards.
JA - Information Visualization 2010 (IV-10)
CY - London
U2 - b
U4 - 21412300801
ID - 21412300801
ER -
TY - JOUR
T1 - A policy-based process mining framework: Mining business policy texts for discovering process models
JF - Information Systems and e-Business Management
Y1 - 2010
A1 - Li,Jiexun
A1 - Wang,Harry Jianan
A1 - Zhang,Zhu
A1 - Zhao,J Leon
KW - BIS
VL - 8
U2 - a
U4 - 86817249280
ID - 86817249280
ER -
TY - CONF
T1 - Understanding Awareness Diffusion at Twitter.com
T2 - Proceedings of the Sixteenth Americas Conference on Information Systems, Lima, Peru, August 12th-15th 2010
Y1 - 2010
A1 - Zhu,Bin
A1 - Chau,Michael
KW - BIS
KW - Business Analytics
JA - Proceedings of the Sixteenth Americas Conference on Information Systems, Lima, Peru, August 12th-15th 2010
U2 - b
U4 - 42184370177
ID - 42184370177
ER -
TY - HEAR
T1 - Understanding Awareness Diffusion at Twitter.com
Y1 - 2010
A1 - Zhu,Bin
A1 - Chau,M
KW - BIS
KW - Business Analytics
CY - Lima, Peru
U2 - c
U4 - 39441920001
ID - 39441920001
ER -
TY - JOUR
T1 - Visualization of network concepts: The impact of working memory capacity differences
JF - Decision Support Systems
Y1 - 2010
A1 - Zhu,Bin
A1 - Watts,S.
KW - BIS
KW - Business Analytics
VL - 21
CP - 2
U2 - a
U4 - 39437588481
ID - 39437588481
ER -
TY - JOUR
T1 - Visualizing Basic Accounting Flows: Does XBRL + Model + Animation = Understanding?
JF - International Journal of Digital Accounting Research
Y1 - 2010
A1 - Marshall,Byron
A1 - Mortenson,Kristian
A1 - Bourne,Amy
A1 - Price,Kevin
KW - Accounting
KW - BIS
AB - The usefulness of XBRL (eXtensible Business Reporting Language) in facilitating efficient data sharing is clear, but widespread use of XBRL also promises to support more effective analysis processes. This format should allow managers, investors, regulators, and students to aggregate, compare and analyze financial information. This study explores an XBRL-based visualization tool that maps the organization of financial statements captured in the XBRL formalism into a graphical representation that organizes, depicts, and animates financial data. We show that our tool integrates and presents profitability, liquidity, financing, and market value data in a manner recognizable to business students. Our findings suggest the promise of XBRL-based visualization tools both in helping students grasp basic accounting concepts and in facilitating financial analysis in general.
VL - 10
UR - http://www.uhu.es/ijdar/10.4192/1577-8517-v10_2.pdf
U2 - a
U4 - 21706715137
ID - 21706715137
ER -
TY - JOUR
T1 - Visualizing Social Network Concepts
JF - Decision Support Systems
Y1 - 2010
A1 - Zhu,Bin
A1 - Watts,S.
A1 - Chen,H.
KW - BIS
KW - Business Analytics
VL - 49
CP - 2
U2 - a
U4 - 39437791233
ID - 39437791233
ER -
TY - CHAP
T1 - Web Services
Y1 - 2010
A1 - Reitsma,Reindert
KW - BIS
AB - Overview of Web services technology and its use.
CY - Hoboken, NJ
VL - 3
U2 - d
U4 - 7908530177
ID - 7908530177
ER -
TY - HEAR
T1 - The adoption and use of technologies to support virtual teams
Y1 - 2009
A1 - Bajwa,Deepinder S.
A1 - Raja,V.T.
A1 - Tyran,Craig K
A1 - Tyran,Kristi
KW - BIS
JA - Group Decision and Negotiation (GDN) 2009 Conference
CY - Toronto
U2 - c
U4 - 14247702529
ID - 14247702529
ER -
TY - HEAR
T1 - Analyzing Writing Styles of Bloggers with Different Opinions
Y1 - 2009
A1 - Park,Thomas H
A1 - Li,Jiexun
A1 - Zhao,Haozhen
A1 - Chau,Michaul
KW - BIS
JA - The 9th Workshop on Information Technology and Systems (WITS)
CY - Phoenix, AZ, USA
U2 - c
U4 - 98583756800
ID - 98583756800
ER -
TY - HEAR
T1 - Communication Clique Evolution Graph: A Tool to Monitor Conflicts in Virtual Teams
Y1 - 2009
A1 - Qin,J.
A1 - Zhu,Bin
A1 - Gaynor,M.
A1 - Bradner,S.
KW - BIS
KW - Business Analytics
JA - 8th Workshop on e-Business
CY - Phoenix, AZ
U2 - c
U4 - 39442464769
ID - 39442464769
ER -
TY - CONF
T1 - Communication Clique Evolution Graph: A Tool to Monitor Conflicts in Virtual Teams
T2 - Proceedings of 8th Workshop on e-Business (WeB'09), Phoenix, AZ, USA.
Y1 - 2009
A1 - Zhu,Bin
A1 - Qin,Jialun
KW - BIS
KW - Business Analytics
JA - Proceedings of 8th Workshop on e-Business (WeB'09), Phoenix, AZ, USA.
U2 - b
U4 - 42184617985
ID - 42184617985
ER -
TY - JOUR
T1 - Conceptualizing and Testing Formative Constructs: Tutorial and Annotated Example
Y1 - 2009
A1 - Roberts,Nicholas
A1 - Thatcher,J.
KW - BIS
U2 - a
U4 - 272321460224
ID - 272321460224
ER -
TY - CONF
T1 - Delivering Value Beyond Efficiency with Visualized XBRL
T2 - International Conference on Information Systems (ICIS 2009)
Y1 - 2009
A1 - Marshall,Byron
A1 - Mortenson,Kristian
A1 - Bourne,Amy
A1 - Price,Kevin
A1 - Marshall,Andrew
KW - Accounting
KW - BIS
JA - International Conference on Information Systems (ICIS 2009)
CY - Phoenix, AZ
U2 - b
U4 - 16758251521
ID - 16758251521
ER -
TY - CONF
T1 - Dimensional Standard Alignment in K-12 Digital Libraries: Assessment of Self-found vs. Recommended Curriculum
T2 - Proceedings of the Joint Conference on Digital Libraries (JCDL'09), Austin, TX
Y1 - 2009
A1 - Marshall,Byron
A1 - Reitsma,Reindert
A1 - Zarske,Malinda
KW - Accounting
KW - BIS
JA - Proceedings of the Joint Conference on Digital Libraries (JCDL'09), Austin, TX
UR - http://doi.acm.org/10.1145/1555400.1555403
U2 - b
U4 - 12651069441
ID - 12651069441
ER -
TY - HEAR
T1 - Expanding Research Using System Development as Methodology
Y1 - 2009
A1 - Zhu,Bin
KW - BIS
KW - Business Analytics
JA - Artificial Intelligence Lab, MIS department
CY - Tucson, AZ
U2 - c
U4 - 39444781057
ID - 39444781057
ER -
TY - HEAR
T1 - Hospital admission prediction using pre-hospital variables
Y1 - 2009
A1 - Li,Jiexun
A1 - Guo,Lifan
A1 - Handly,Neal
KW - BIS
JA - IEEE International Conference on Bioinformatics and Biomedicine (IEEE-BIBM 2009)
CY - Washington DC, USA
U2 - c
U4 - 98583777280
ID - 98583777280
ER -
TY - CONF
T1 - Increasing Process Improvement through Internet-based e-Business Innovations
Y1 - 2009
A1 - Roberts,Nicholas
A1 - Klein,R.
KW - BIS
U2 - b
U4 - 272321695744
ID - 272321695744
ER -
TY - CHAP
T1 - Information Visualization for Decision Making
Y1 - 2009
A1 - Zhu,Bin
A1 - Chen,H.
KW - BIS
KW - Business Analytics
U2 - d
U4 - 39444719617
ID - 39444719617
ER -
TY - HEAR
T1 - Internet Marketing: How to Use SEO and Social Networking to Reach Clients
Y1 - 2009
A1 - Curry,Michael
KW - BIS
JA - Monthly IMC PDX Meeting
CY - Portland, OR
U2 - c
U4 - 22435635201
ID - 22435635201
ER -
TY - HEAR
T1 - Lightening In a Bottle: Aligning Technology with Natural Area Goals and Strategy.
Y1 - 2009
A1 - Curry,Michael
KW - BIS
JA - Natural Areas Association 2009 Conference
CY - Vancouver, WA
U2 - c
U4 - 21919137793
ID - 21919137793
ER -
TY - JOUR
T1 - Managing knowledge in light of its evolution process: An empirical study on citation network-based patent classification
JF - Journal of Management Information Systems
Y1 - 2009
A1 - Li,Xin
A1 - Chen,Hshinchun
A1 - Zhang,Zhu
A1 - Li,Jiexun
A1 - Nunamaker,Jay F.
KW - BIS
VL - 26
CP - 1
U2 - a
U4 - 86817787904
ID - 86817787904
ER -
TY - HEAR
T1 - Navigating the TeachEngineering Resource
Y1 - 2009
A1 - Reitsma,Reindert
KW - BIS
JA - NSF TeachEngineering/GK-12 Workshop
CY - Boulder, CO
U2 - c
U4 - 14032785409
ID - 14032785409
ER -
TY - HEAR
T1 - Regionalization of Information Space with Capacity-constrained Voronoi Diagrams
Y1 - 2009
A1 - Reitsma,Reindert
KW - BIS
JA - Colloquium Geographic Information Science (GIS)
CY - Zurich, CH
U2 - c
U4 - 14032777217
ID - 14032777217
ER -
TY - JOUR
T1 - Sentiment analysis of Chinese documents: From sentence to document level
JF - Journal of the Association for Information Science and Technology
Y1 - 2009
A1 - Zhang,Changli
A1 - Zeng,Daniel
A1 - Li,Jiexun
A1 - Wang,Fei-Yue
A1 - Zuo,Wanli
KW - BIS
VL - 60
CP - 12
U2 - a
U4 - 86817697792
ID - 86817697792
ER -
TY - HEAR
T1 - TeachEngineering: K-12 Teacher Use Study
Y1 - 2009
A1 - Reitsma,Reindert
A1 - Marshall,Byron
KW - Accounting
KW - BIS
JA - Special Workshop on TeachEngineering/GK-12 Integration
CY - Boulder, CO.
U2 - c
U4 - 12650889217
ID - 12650889217
ER -
TY - JOUR
T1 - Topological Analysis of Criminal Activity Networks: Enhancing Transportation Security
JF - IEEE Transactions on Intelligent Transportation Systems
Y1 - 2009
A1 - Kaza,Siddharth
A1 - Xu,Jennifer
A1 - Marshall,Byron
A1 - Chen,Hsinchun
KW - Accounting
KW - BIS
AB - The security of border and transportation systems is a critical component of the national strategy for homeland security. The security concerns at the border are not independent of law enforcement in border-area jurisdictions because the information known by local law enforcement agencies may provide valuable leads that are useful for securing the border and transportation infrastructure. The combined analysis of law enforcement information and data generated by vehicle license plate readers at international borders can be used to identify suspicious vehicles and people at ports of entry. This not only generates better quality leads for border protection agents but may also serve to reduce wait times for commerce, vehicles, and people as they cross the border. This paper explores the use of criminal activity networks (CANs) to analyze information from law enforcement and other sources to provide value for transportation and border security. We analyze the topological characteristics of CAN of individuals and vehicles in a multiple jurisdiction scenario. The advantages of exploring the relationships of individuals and vehicles are shown. We find that large narcotic networks are small world with short average path lengths ranging from 4.5 to 8.5 and have scale-free degree distributions with power law exponents of 0.85–1.3. In addition, we find that utilizing information from multiple jurisdictions provides higher quality leads by reducing the average shortest-path lengths. The inclusion of vehicular relationships and border-crossing information generates more investigative leads that can aid in securing the border and transportation infrastructure.
VL - 10
UR - http://dx.doi.org/10.1109/TITS.2008.2011695
CP - 1
U2 - a
U4 - 2609299457
ID - 2609299457
ER -
TY - JOUR
T1 - Transformation Framework of Conceptual to Logical Business Process Models
JF - China Journal of Information Systems
Y1 - 2009
A1 - Liu,M.
A1 - Fan,Shaokun
A1 - Zhao,J. L.
A1 - Dou,W.
KW - BIS
KW - Business Analytics
AB - (In Chinese)
VL - 3
CP - 1
U2 - a
U4 - 132759312384
ID - 132759312384
ER -
TY - HEAR
T1 - Understanding How Product Information Traverses Across Online Communities
Y1 - 2009
A1 - Zhu,Bin
A1 - Yang,C.
KW - BIS
KW - Business Analytics
JA - Third China Workshop on Information Management 2009
CY - Guangzhou, China
U2 - c
U4 - 39443169281
ID - 39443169281
ER -
TY - CONF
T1 - Understanding How Product Information Traverses Across Online Communities
T2 - Proceedings of Third China Workshop on Information Management 2009, Guangzhou, China
Y1 - 2009
A1 - Zhu,Bin
A1 - Yang,Chris
KW - BIS
KW - Business Analytics
JA - Proceedings of Third China Workshop on Information Management 2009, Guangzhou, China
U2 - b
U4 - 42184730625
ID - 42184730625
ER -
TY - HEAR
T1 - Untitled
Y1 - 2009
A1 - Raja,V.T.
KW - BIS
JA - Management Information Systems (MIS) Symposium
CY - La Jolla, California
U2 - c
U4 - 14248052737
ID - 14248052737
ER -
TY - HEAR
T1 - Using Wikis to Support Virtual Teams in Education: The Effect of Instructor Leadership Style.
Y1 - 2009
A1 - Tyran,Craig
A1 - Raja,V.T.
A1 - Tyran,Kristi
KW - BIS
JA - Association of Information Systems - SIGED Conference
CY - Phoenix, Arizona
U2 - c
U4 - 22506346497
ID - 22506346497
ER -
TY - CONF
T1 - Visualizing basic accounting flows: does XBRL + model + animation = understanding?
T2 - American Accounting Association 18th Annual Strategic and Emerging Technologies Research Workshop
Y1 - 2009
A1 - Marshall,Byron
A1 - Mortenson,Kristian
A1 - Bourne,Amy
A1 - Price,Kevin
A1 - Marshall,Andrew
KW - Accounting
KW - BIS
AB - The usefulness of XBRL (eXtensible Business Reporting Language) in facilitating efficient data sharing is clear, but widespread use of XBRL also promises to support more effective analysis processes. Representing traditional financial statements in this electronic and interoperable format should allow managers, investors, regulators, and importantly students to aggregate, compare and analyze financial information. Processing such data requires an understanding of the underlying paradigms embedded in consolidated sets of financial statements. This work explores the feasibility and effectiveness of an XBRL-based visualization tool, presenting an organizational framework, mapping that framework to financial statements and the XBRL formalism, and demonstrating a visual representation that organizes, depicts, and animates financial data. We show that our tool integrates and presents profitability, liquidity, financing, and market value data in a manner recognizable to business students in introductory financial accounting classes. This preliminary finding suggests the promise of XBRL-based visualization tools both in helping students grasp basic accounting concepts and in facilitating financial analysis in general.
JA - American Accounting Association 18th Annual Strategic and Emerging Technologies Research Workshop
CY - New York, NY
U2 - b
U4 - 16758294529
ID - 16758294529
ER -
TY - HEAR
T1 - Visualizing Data Quality Metadata for Decision Support: A Prototype and Evaluation
Y1 - 2009
A1 - Zhu,Bin
A1 - Shankaranarayanan,G.
A1 - Cai,Y.
KW - BIS
KW - Business Analytics
JA - Fifteenth Americas Conference on Information Systems
CY - San Francisco, CA
U2 - c
U4 - 39442620417
ID - 39442620417
ER -
TY - CONF
T1 - Visualizing Data Quality Metadata for Decision Support: A Prototype and Evaluation
T2 - Proceedings of the Fifteenth Americas Conference on Information Systems, San Francisco, California
Y1 - 2009
A1 - Shankaranarayanan,G.
A1 - Zhu,Bin
KW - BIS
KW - Business Analytics
JA - Proceedings of the Fifteenth Americas Conference on Information Systems, San Francisco, California
U2 - b
U4 - 42184697857
ID - 42184697857
ER -
TY - JOUR
T1 - Visualizing the Intellectual Structure with Paper-Reference Matrices
JF - IEEE Transactions on Visualization and Computer Graphics
Y1 - 2009
A1 - Zhang,Jian
A1 - Chen,Chaomei
A1 - Li,Jiexun
KW - BIS
VL - 15
CP - 6
U2 - a
U4 - 86817558528
ID - 86817558528
ER -
TY - HEAR
T1 - Visualizing the intellectual structure with paper-reference matrices
Y1 - 2009
A1 - Zhang,Jian
A1 - Chen,Chaomei
A1 - Li,Jiexun
KW - BIS
JA - IEEE Information Visualization Conference (IEEE InfoVis 2009)
CY - Atlantic City, NJ, USA
U2 - c
U4 - 98583795712
ID - 98583795712
ER -
TY - JOUR
T1 - CommunicationGarden System: Visualizing a Computer Mediated Communication System to Facilitate Knowledge Management
JF - Decision Support Systems
Y1 - 2008
A1 - Zhu,Bin
A1 - Chen,H.
KW - BIS
KW - Business Analytics
VL - 45
CP - 4
U2 - a
U4 - 39437830145
ID - 39437830145
ER -
TY - JOUR
T1 - Complex Problem Solving based on Complex Problem Definition Model
JF - Application Research of Computers
Y1 - 2008
A1 - Fan,Shaokun
A1 - Wanchun,D.
KW - BIS
KW - Business Analytics
AB - (In Chinese)
VL - 25
CP - 3
U2 - a
U4 - 132759437312
ID - 132759437312
ER -
TY - JOUR
T1 - A context- and role-driven scientific workflow development pattern
JF - Concurrency and Computation: Practice and Experience
Y1 - 2008
A1 - Wanchun,D.
A1 - Chen,J.
A1 - Fan,Shaokun
A1 - Cheung,S. C.
KW - BIS
KW - Business Analytics
VL - 20
CP - 15
U2 - a
U4 - 132759416832
ID - 132759416832
ER -
TY - JOUR
T1 - Context-aware Resource Access Control in Scientific Workflows
JF - Computer Engineering and Design
Y1 - 2008
A1 - Fan,Shaokun
A1 - Wanchun,D.
A1 - Xiping,L.
KW - BIS
KW - Business Analytics
AB - (In Chinese)
VL - 29
CP - 2
U2 - a
U4 - 132759474176
ID - 132759474176
ER -
TY - HEAR
T1 - Decision support with data quality metadata
Y1 - 2008
A1 - Shankaranarayanan,G.
A1 - Zhu,Bin
A1 - Cai,Y.
KW - BIS
KW - Business Analytics
JA - International Conference on Information Quality 2008
CY - Boston, MA
U2 - c
U4 - 39444242433
ID - 39444242433
ER -
TY - HEAR
T1 - Monitoring Conflicts in Virtual Teams: A Social Network Approach
Y1 - 2008
A1 - Zhu,Bin
A1 - Gaynor,M
KW - BIS
KW - Business Analytics
JA - Second China Summer Workshop on Information Management
CY - Kunming, China
U2 - c
U4 - 39443273729
ID - 39443273729
ER -
TY - HEAR
T1 - Monitoring Team Conflicts through the Visualization of Social Networks
Y1 - 2008
A1 - Zhu,Bin
A1 - Gaynor,M
A1 - Bradner,S.
KW - BIS
KW - Business Analytics
JA - 7th Workshop on e-Business
CY - Paris, France
U2 - c
U4 - 39443214337
ID - 39443214337
ER -
TY - HEAR
T1 - PRM-based identity matching using social context
Y1 - 2008
A1 - Li,Jiexun
A1 - Wang,Gang Alan
A1 - Chen,Hsinchun
KW - BIS
JA - IEEE International Conference on Intelligence and Security Informatics (ISI 2008)
CY - Taipei, Taiwan
U2 - c
U4 - 98583906304
ID - 98583906304
ER -
TY - HEAR
T1 - Process component identification from business policy documents
Y1 - 2008
A1 - Li,Jiexun
A1 - Wang,Harry Jiannan
A1 - Zhang,Zhu
A1 - Zhao,J Leon
KW - BIS
JA - China Summer Workshop on Information Management (CSWIM 2008)
CY - Yunnan, China
U2 - c
U4 - 98583873536
ID - 98583873536
ER -
TY - HEAR
T1 - Relation-centric task identification for policy-based process mining
Y1 - 2008
A1 - Li,Jiexun
A1 - Wang,Harry Jiannan
A1 - Zhang,Zhu
A1 - Zhao,J Leon
KW - BIS
JA - International Conference on Information Systems (ICIS 2008)
CY - Paris, France
U2 - c
U4 - 98583812096
ID - 98583812096
ER -
TY - HEAR
T1 - Stylometric feature selection for assessing review helpfulness
Y1 - 2008
A1 - Li,Jiexun
A1 - MacDonald,Craig M
A1 - Zheng,Rong
KW - BIS
JA - The 18th Workshop on Information Technology and Systems (WITS)
CY - Paris, France
U2 - c
U4 - 98583836672
ID - 98583836672
ER -
TY - HEAR
T1 - Theme creation for digital collections
Y1 - 2008
A1 - Li,Jiexun
A1 - Xia,Lin
A1 - Zhou,Xiaohua
KW - BIS
JA - International Dublin Core and Metadata Applications (DC 2008)
CY - Berlin, Germany
U2 - c
U4 - 98583859200
ID - 98583859200
ER -
TY - JOUR
T1 - Using Importance Flooding to Identify Interesting Networks of Criminal Activity
JF - Journal of the Association for Information Science and Technology
Y1 - 2008
A1 - Marshall,Byron
A1 - Chen,Hsinchun
A1 - Kaza,Siddharth
KW - Accounting
KW - BIS
AB - Cross-jurisdictional law enforcement data sharing and analysis is of vital importance because law breakers regularly operate in multiple jurisdictions. Agencies continue to invest massive resources in various sharing initiatives despite several high-profile failures. Key difficulties include: privacy concerns, administrative issues, differences in data representation, and a need for better analysis tools. This work presents a methodology for sharing and analyzing investigation-relevant data and is potentially useful across large cross-jurisdictional data sets. The approach promises to allow crime analysts to use their time more effectively when creating link charts and performing similar analysis tasks. Many potential privacy and security pitfalls are avoided by reducing shared data requirements to labeled relationships between entities. Our importance flooding algorithm helps extract interesting networks of relationships from existing law enforcement records using user-controlled investigation heuristics, spreading activation, and path-based interestingness rules. In our experiments, several variations of the importance flooding approach outperformed relationship-weight-only methods in matching expert-selected associations. We find that accuracy in not substantially affected by reasonable variations in algorithm parameters and demonstrate that user feedback and additional, case-specific information can be usefully added to the computational model.
VL - 59
UR - http://people.oregonstate.edu/~marshaby/Papers/Marshall_JASIST_ImportanceFlooding_PrePrint.pdf
CP - 13
U2 - a
U4 - 2609309697
ID - 2609309697
ER -
TY - JOUR
T1 - A Workflow Engine-Driven SOA-Based Cooperative Computing Paradigm in Grid Environments
JF - International Journal of High Performance Computing Applications
Y1 - 2008
A1 - Wanchun,D.
A1 - Chen,J.
A1 - Liu,J
A1 - Cheung,S. C.
A1 - Chen,G.
A1 - Fan,Shaokun
KW - BIS
KW - Business Analytics
VL - 22
CP - 3
U2 - a
U4 - 132759375872
ID - 132759375872
ER -
TY - HEAR
T1 - Auto patent classification using citation network information: An experimental study in nanotechnology
Y1 - 2007
A1 - Li,Xin
A1 - Chen,Hsinchun
A1 - Zhang,Zhu
A1 - Li,Jiexun
KW - BIS
JA - ACM/IEEE Joint Conference on Digital Libraries (JCDL 2007)
CY - Vancouver, British Columbia, Canada
U2 - c
U4 - 98583994368
ID - 98583994368
ER -
TY - JOUR
T1 - Complex problem solving: A case study on identity matching based on social contextual information
JF - Journal of the Association for Information Systems: Special Issue Enid Mumford's Contribution to Information Systems Theory and Theoretical Thinking
Y1 - 2007
A1 - Xu,Jennifer
A1 - Wang,Alan G.
A1 - Li,Jiexun
A1 - Chau,Michaul
KW - BIS
VL - 8
CP - 10
U2 - a
U4 - 86818070528
ID - 86818070528
ER -
TY - JOUR
T1 - On Design, Verification, and Dynamic Modification of the Problem-Based Scientific Workflow Model
JF - Simulation Modeling Practice and Theory
Y1 - 2007
A1 - Liu,X.
A1 - Wanchun,D.
A1 - Chen,J.
A1 - Fan,Shaokun
A1 - Cheung,S. C.
A1 - Cai,S.
KW - BIS
KW - Business Analytics
VL - 15
CP - 9
U2 - a
U4 - 132759525376
ID - 132759525376
ER -
TY - CONF
T1 - Do As Others Do: Modeling IT Adoption Intentions through Institutional and Social Contagion Theories
Y1 - 2007
A1 - Klein,R.
A1 - Roberts,Nicholas
KW - BIS
U2 - b
U4 - 272321701888
ID - 272321701888
ER -
TY - HEAR
T1 - eConsulting to improve the client's bottom line.
Y1 - 2007
A1 - Curry,Michael
KW - BIS
JA - CONFAB: the Next Generation Consultant
CY - Reno, NV
U2 - c
U4 - 22435559425
ID - 22435559425
ER -
TY - JOUR
T1 - A Fuzzy Directed Graph-based QoS Model for Service Composition
JF - Wuhan University Journal of Natural Sciences
Y1 - 2007
A1 - Sanjun,G.
A1 - Wanchun,D.
A1 - Fan,Shaokun
KW - BIS
KW - Business Analytics
VL - 12
CP - 5
U2 - a
U4 - 132759564288
ID - 132759564288
ER -
TY - HEAR
T1 - Graph kernel-based learning for gene function prediction from gene interaction network
Y1 - 2007
A1 - Li,Xin
A1 - Zhang,Zhu
A1 - Chen,Hsinchun
A1 - Li,Jiexun
KW - BIS
JA - IEEE International Conference on Bioinformatics and Biomedicine (IEEE-BIBM 2007)
CY - Fremont, CA, USA
U2 - c
U4 - 98583965696
ID - 98583965696
ER -
TY - JOUR
T1 - Information Space Partitioning Using Adaptive Voronoi Diagrams
JF - Information Visualization
Y1 - 2007
A1 - Reitsma,Reindert
A1 - Trubin,Stanislav
KW - BIS
AB - In this paper we present and evaluate a Voronoi method for partitioning continuous information spaces. We define the formal characteristics of the problem and discuss several well-known partitioning methods and approaches. We submit that although they all partially solve the problem, they all have shortcomings. As an alternative, we offer an approach based on an adaptive version of the multiplicatively weighted Voronoi diagram. The diagram is ‘adaptive’ because it is computed backwards; i.e., the generators' weights are treated as dependent rather than independent variables. We successfully test this adaptive solution using both ideal-typical (artificial) and empirical data. Since the resultant visualizations are meant to be used by human subjects, we then discuss the results of a usability experiment, positioning the adaptive solution against a commonly used rectangular solution and the classic nonweighted Voronoi solution. The results indicate that in terms of usability, both the rectangular and the adaptive Voronoi solution outperform the standard Voronoi solution. In addition, although subjects are better able to gage rectangular area relationships, only the adaptive Voronoi solution satisfies all geometric constraints of weight-proportional partitioning.
VL - 6
U2 - a
U4 - 649322496
ID - 649322496
ER -
TY - HEAR
T1 - Integrating Data Quality Data into Decision-Making Process: an Information Visualization Approach
Y1 - 2007
A1 - Zhu,Bin
A1 - Shankaranarayanan,G.
A1 - Cai,Y.
KW - BIS
KW - Business Analytics
JA - HCI International 2007
CY - Beijing, China
U2 - c
U4 - 39444291585
ID - 39444291585
ER -
TY - JOUR
T1 - Large-scale regulatory network analysis from microarray data: Modified Bayesian network learning and association rule mining
JF - Decision Support Systems
Y1 - 2007
A1 - Huang,Zan
A1 - Li,Jiexun
A1 - Su,Hua
A1 - Watts,George S.
A1 - Chen,Hsinchun
KW - BIS
VL - 43
U2 - a
U4 - 86818299904
ID - 86818299904
ER -
TY - HEAR
T1 - Mining business policy texts for discovering process models: A framework and some initial results
Y1 - 2007
A1 - Li,Jiexun
A1 - Wang,Harry Jiannan
A1 - Zhang,Zhu
A1 - Zhao,J Leon
KW - BIS
JA - The 6th Workshop on e-Business (WeB 2007)
CY - Montreal, Quebec, Canada
U2 - c
U4 - 98583932928
ID - 98583932928
ER -
TY - JOUR
T1 - Optimal search-based gene subset selection for gene array cancer classification
JF - IEEE Transactions on Information Technology in Biomedicine
Y1 - 2007
A1 - Li,Jiexun
A1 - Su,Hua
A1 - Chen,Hsinchun
A1 - Futscher,Bernard W.
KW - BIS
VL - 11
CP - 4
U2 - a
U4 - 86818201600
ID - 86818201600
ER -
TY - HEAR
T1 - Poster Session. Aligning Curriculum with Standards: TeachEngineering, SAT & CAT
Y1 - 2007
A1 - Reitsma,Reindert
A1 - Cyr,Martha N.
A1 - Diekema,Anne
KW - BIS
JA - National Science Digital Library Annual Meeting
CY - Washington, DC
U2 - c
U4 - 8579811329
ID - 8579811329
ER -
TY - CONF
T1 - Semantics or Standards for Curriculum Search?
T2 - Proceedings of the 7th ACM/IEEE Joint Conference on Digital Libraries, 181-182
Y1 - 2007
A1 - Marshall,Byron
A1 - Reitsma,Reindert
A1 - Cyr,Martha N
KW - Accounting
KW - BIS
AB - Aligning digital library resources with national and state educational standards to help K-12 teachers search for relevant curriculum is an important issue in the digital library community. Aligning standards from different states promises to help teachers in one state find appropriate materials created and cataloged elsewhere. Although such alignments provide a powerful means for crosswalking standards and curriculum across states, alignment matrices are intrinsically sparse. Hence, we hypothesize that such sparseness may cause significant numbers of false negatives when used for searching curriculum. Our preliminary results confirm the false negative hypothesis, demonstrate the usefulness of term-based techniques in addressing the false negative problem, and explore ways to combine term occurrence data with standards correlations.
JA - Proceedings of the 7th ACM/IEEE Joint Conference on Digital Libraries, 181-182
CY - New York, NY
U2 - b
U4 - 2606370817
ID - 2606370817
ER -
TY - HEAR
T1 - TeachEngineering Poster Session
Y1 - 2007
A1 - Reitsma,Reindert
A1 - Vanlue,William
A1 - Lewis,Paul
KW - BIS
JA - OSU 2007 National Science Board Site Visit
U2 - c
U4 - 2606598145
ID - 2606598145
ER -
TY - CONF
T1 - Tying Context to Post-Adoption Behavior Within Information Technology: A Conceptual and Operational Definition of Mindfulness
Y1 - 2007
A1 - Roberts,Nicholas
A1 - Thatcher,J.
A1 - Klein,R.
KW - BIS
U2 - b
U4 - 272321697792
ID - 272321697792
ER -
TY - JOUR
T1 - User-Centered Evaluation of Arizona BioPathway: An Information Extraction, Integration, and Visualization System
JF - IEEE Transactions on Information Technology in Biomedicine
Y1 - 2007
A1 - Quiñones,Karin D.
A1 - Su,Hua
A1 - Marshall,Byron
A1 - Eggers,Shauna
A1 - Chen,Hsinchun
KW - Accounting
KW - BIS
AB - Explosive growth in biomedical research has made automated information extraction, knowledge integration, and visualization increasingly important and critically needed. The Arizona BioPathway (ABP) system extracts and displays biological regulatory pathway information from the abstracts of journal articles. This study uses relations extracted from more than 200 PubMed abstracts presented in a tabular and graphical user interface with built-in search and aggregation functionality. This article presents a task-centered assessment of the usefulness and usability of the ABP system focusing on its relation aggregation and visualization functionalities. Results suggest that our graph-based visualization is more efficient in supporting pathway analysis tasks and is perceived as more useful and easier to use as compared to a text-based literature viewing method. Relation aggregation significantly contributes to knowledge acquisition efficiency. Together, the graphic and tabular views in the ABP Visualizer provide a flexible and effective interface for pathway relation browsing and analysis. Our study contributes to pathway-related research and biological information extraction by assessing the value of a multi-view, relation-based interface which supports user-controlled exploration of pathway information across multiple granularities.
VL - 11
UR - http://ieeexplore.ieee.org/xpls/abs_all.jsp?isnumber=4300830&arnumber=4300844&count=17&index=5
CP - 5
U2 - a
U4 - 648212480
ID - 648212480
ER -
TY - CONF
T1 - Using Information Technology Mindfully
Y1 - 2007
A1 - Roberts,Nicholas
A1 - Thatcher,J.
A1 - Klein,R.
KW - BIS
U2 - b
U4 - 272321699840
ID - 272321699840
ER -
TY - JOUR
T1 - Weight-proportional Space Partitioning Using Adaptive Voronoi Diagrams
JF - Geoinformatica
Y1 - 2007
A1 - Reitsma,Reindert
A1 - Trubin,S,
A1 - Mortensen,E.
KW - BIS
AB - Traditional application of Voronoi diagrams for space partitioning results in Voronoi regions, each with a specific area determined by the generators’ relative locations and weights. Particularly in the area of information space (re)construction, however, there is a need for inverse solutions; i.e., finding weights that result in regions with predefined area ratios. In this paper, we formulate an adaptive Voronoi solution and propose a raster-based optimization method for finding the associated weight set. The solution consists of a combination of simple, fixed-point iteration with an optional spatial resolution refinement along the regions’ boundaries using quadtree decomposition. We present the corresponding algorithm and its complexity analysis. The method is successfully tested on a series of ideal”typical cases and the interactions between the adaptive technique and boundary resolution refinement are explored and assessed.
VL - 11
CP - 3
U2 - a
U4 - 649330688
ID - 649330688
ER -
TY - JOUR
T1 - Aggregating Automatically Extracted Regulatory Pathway Relations
JF - IEEE Transactions on Information Technology in Biomedicine
Y1 - 2006
A1 - Marshall,Byron
A1 - Su,Hua
A1 - McDonald,Daniel
A1 - Eggers,Shauna
A1 - Chen,Hsinchun
KW - Accounting
KW - BIS
AB - Automatic tools to extract information from biomedical texts are needed to help researchers leverage the vast and increasing body of biomedical literature. While several biomedical relation extraction systems have been created and tested, little work has been done to meaningfully organize the extracted relations. Organizational processes should consolidate multiple references to the same objects over various levels of granularity, connect those references to other resources, and capture contextual information. We propose a feature decomposition approach to relation aggregation to support a five-level aggregation framework. Our BioAggregate tagger uses this approach to identify key features in extracted relation name strings. We show encouraging feature assignment accuracy and report substantial consolidation in a network of extracted relations.
VL - 10
UR - http://people.oregonstate.edu/~marshaby/Papers/Marshall_IEEE_TITB_2005.pdf
CP - 1
U2 - a
U4 - 648208384
ID - 648208384
ER -
TY - JOUR
T1 - The Analytic Hierarchy Process: A Tutorial for Use in Prioritizing Forest Road Investments to Minimize Environmental Effects
JF - International Journal of Forest Engineering
Y1 - 2006
A1 - Coulter,E.
A1 - Coakley,James
A1 - Sessions,J.
KW - BIS
VL - 17
CP - 2
U2 - a
U4 - 645136384
ID - 645136384
ER -
TY - HEAR
T1 - A Bayesian framework of integrating gene functional relations from heterogeneous data sources
Y1 - 2006
A1 - Li,Jiexun
A1 - Li,Xin
A1 - Su,Hua
A1 - Chen,Hsinchun
KW - BIS
JA - American Medical Informatics Association (AMIA) Spring Congress
CY - Phoenix, AZ, USA
U2 - c
U4 - 98584031232
ID - 98584031232
ER -
TY - JOUR
T1 - A framework of authorship identification for online messages: Writing style features and classification techniques
JF - Journal of the Association for Information Science and Technology
Y1 - 2006
A1 - Zheng,Rong
A1 - Li,Jiexun
A1 - Chen,Hsinchun
A1 - Huang,Zan
A1 - Qin,Yi
KW - BIS
VL - 57
CP - 3
U2 - a
U4 - 86818478080
ID - 86818478080
ER -
TY - JOUR
T1 - A framework of integrating gene functional relations from heterogeneous data sources: An experiment on Arabidopsis thaliana
JF - Bioinformatics
Y1 - 2006
A1 - Li,Jiexun
A1 - Li,Xin
A1 - Su,Hua
A1 - Chen,Hsinchun
A1 - Galbraith,David W.
KW - BIS
VL - 22
CP - 16
U2 - a
U4 - 86818365440
ID - 86818365440
ER -
TY - JOUR
T1 - From fingerprint to writeprint
JF - Communications of the ACM
Y1 - 2006
A1 - Li,Jiexun
A1 - Zheng,Rong
A1 - Chen,Hsinchun
KW - BIS
VL - 49
CP - 4
U2 - a
U4 - 86818414592
ID - 86818414592
ER -
TY - HEAR
T1 - Identity matching based on probabilistic relational models
Y1 - 2006
A1 - Li,Jiexun
A1 - Wang,Gang Alan
KW - BIS
JA - Americas Conference on Information Systems (AMCIS’06)
CY - Acapulco, Mexico
U2 - c
U4 - 98584014848
ID - 98584014848
ER -
TY - CONF
T1 - Institutional Influences on Adoption Intention within the Healthcare Industry
Y1 - 2006
A1 - Klein,R.
A1 - Roberts,Nicholas
KW - BIS
U2 - b
U4 - 272321710080
ID - 272321710080
ER -
TY - HEAR
T1 - Management Information Systems Research is USA
Y1 - 2006
A1 - Zhu,Bin
KW - BIS
KW - Business Analytics
JA - Chengdu University of Information Technology
CY - Chengdu, China
U2 - c
U4 - 39444944897
ID - 39444944897
ER -
TY - JOUR
T1 - Matching Knowledge Elements in Concept Maps Using a Similarity Flooding Algorithm
JF - Decision Support Systems
Y1 - 2006
A1 - Marshall,Byron
A1 - Chen,Hsinchun
A1 - Madhusudan,Therani
KW - Accounting
KW - BIS
AB - Concept mapping systems used in education and knowledge management emphasize flexibility of representation to enhance learning and facilitate knowledge capture. Collections of concept maps exhibit terminology variance, informality, and organizational variation. These factors make it difficult to match elements between maps in comparison, retrieval, and merging processes. In this work, we add an element anchoring mechanism to a similarity flooding (SF) algorithm to match nodes and substructures between pairs of simulated maps and student-drawn concept maps. Experimental results show significant improvement over simple string matching with combined recall accuracy of 91% for conceptual nodes and concept ¨ link ¨ concept propositions in student-drawn maps.
VL - 42
UR - http://people.oregonstate.edu/~marshaby/Papers/MatchKnowledgeElements_PrePrintVersion.pdf
CP - 3
U2 - a
U4 - 648204288
ID - 648204288
ER -
TY - CONF
T1 - Mindfulness in the Domain of Information Systems
Y1 - 2006
A1 - Roberts,Nicholas
A1 - Thatcher,J.
A1 - Klein,R.
KW - BIS
U2 - b
U4 - 272321703936
ID - 272321703936
ER -
TY - JOUR
T1 - Moving Digital Libraries into the Student Learning Space: the GetSmart Experience
JF - Journal on Educational Resources in Computing
Y1 - 2006
A1 - Marshall,Byron
A1 - Chen,Hsinchun
A1 - Shen,Rao
A1 - Fox,Edward A.
KW - Accounting
KW - BIS
AB - The GetSmart system was built to support theoretically sound learning processes in a digital library environment by integrating course management, digital library, and concept mapping components to support a constructivist, six-step, information search process. In the fall of 2002 more than 100 students created 1400 concept maps as part of selected computing classes offered at the University of Arizona and Virginia Tech. Those students conducted searches, obtained course information, created concept maps, collaborated in acquiring knowledge, and presented their knowledge representations. This article connects the design elements of the GetSmart system to targeted concept-map-based learning processes, describes our system and research testbed, and analyzes our system usage logs. Results suggest that students did in fact use the tools in an integrated fashion, combining knowledge representation and search activities. After concept mapping was included in the curriculum, we observed improvement in students' online quiz scores. Further, we observed that students in groups collaboratively constructed concept maps with multiple group members viewing and updating map details.
VL - 6
UR - http://portal.acm.org/citation.cfm?doid=1217862.1217864
CP - 1
U2 - a
U4 - 648214528
ID - 648214528
ER -
TY - HEAR
T1 - Optimal search-based gene subset selection for microarray cancer classification
Y1 - 2006
A1 - Li,Jiexun
A1 - Su,Hua
A1 - Chen,Hsinchun
A1 - Futscher,Bernard W
KW - BIS
JA - American Medical Informatics Association (AMIA) Spring Congress
CY - Phoenix, AZ, USA
U2 - c
U4 - 98584055808
ID - 98584055808
ER -
TY - HEAR
T1 - TeachEngineering Poster Session
Y1 - 2006
A1 - Reitsma,Reindert
A1 - Sullivan,J
A1 - Cyr,M N
KW - BIS
JA - National Science Digital Library Annual Meeting
CY - Washington, DC
U2 - c
U4 - 2606585857
ID - 2606585857
ER -
TY - CONF
T1 - Using Importance Flooding to Identify Interesting Networks of Criminal Activity
T2 - Proceedings of the IEEE International Conference on Intelligence and Security Informatics (ISI-2006), IEEE
Y1 - 2006
A1 - Marshall,Byron
A1 - Chen,Hsinchun
KW - Accounting
KW - BIS
JA - Proceedings of the IEEE International Conference on Intelligence and Security Informatics (ISI-2006), IEEE
CY - San Diego, CA
UR - http://people.oregonstate.edu/~marshaby/Papers/Marshall_ISI_2006.pdf
U2 - b
U4 - 2606608385
ID - 2606608385
ER -
TY - JOUR
T1 - Information Visualization
JF - Annual Review of Information Science and Technology
Y1 - 2005
A1 - Zhu,Bin
A1 - Chen,H.
KW - BIS
KW - Business Analytics
VL - 39
U2 - a
U4 - 39437971457
ID - 39437971457
ER -
TY - CONF
T1 - Linking Ontological Resources Using Aggregatable Substance Identifiers to Organize Extracted Relations
T2 - Proceedings of the Pacific Symposium on Biocomputing, Jan 4-8, 2005, Big Island, Hawaii
Y1 - 2005
A1 - Marshall,Byron
A1 - Su,Hua
A1 - McDonald,Dan
A1 - Chen,Hsinchun
KW - Accounting
KW - BIS
AB - Systems that extract biological regulatory pathway relations from free-text sources are
intended to help researchers leverage vast and growing collections of research literature.
Several systems to extract such relations have been developed but little work has focused on
how those relations can be usefully organized (aggregated) to support visualization systems or
analysis algorithms. Ontological resources that enumerate name strings for different types of
biomedical objects should play a key role in the organization process. In this paper we
delineate five potentially useful levels of relational granularity and propose the use of
aggregatable substance identifiers to help reduce lexical ambiguity. An aggregatable
substance identifier applies to a gene and its products. We merged 4 extensive lexicons and
compared the extracted strings to the text of five million MEDLINE abstracts. We report on
the ambiguity within and between name strings and common English words. Our results show
an 89% reduction in ambiguity for the extracted human substance name strings when using an
aggregatable substance approach.
JA - Proceedings of the Pacific Symposium on Biocomputing, Jan 4-8, 2005, Big Island, Hawaii
UR - http://people.oregonstate.edu/~marshaby/Papers/marshall_PSB2005.pdf
U2 - b
U4 - 2606753793
ID - 2606753793
ER -
TY - JOUR
T1 - NewsMap: A Knowledge Map for Online News
JF - Decision Support Systems
Y1 - 2005
A1 - Ong,T-H.
A1 - Chen,H.
A1 - Sung,WK
A1 - Zhu,Bin
KW - BIS
KW - Business Analytics
VL - 39
CP - 4
U2 - a
U4 - 39437928449
ID - 39437928449
ER -
TY - HEAR
T1 - Optimal search based gene selection for cancer prognosis
Y1 - 2005
A1 - Li,Jiexun
A1 - Su,Hua
A1 - Chen,Hsinchun
KW - BIS
JA - Americas Conference on Information Systems (AMCIS’05)
CY - Omaha, NE
U2 - c
U4 - 98584080384
ID - 98584080384
ER -
TY - HEAR
T1 - Poster Session. Just a cute kid with a great imagination?
Y1 - 2005
A1 - Reitsma,Reindert
A1 - Sullivan,J
A1 - Cyr,M N
KW - BIS
JA - National Science Digital Library Annual Meeting
CY - Denver, CO
U2 - c
U4 - 2606573569
ID - 2606573569
ER -
TY - HEAR
T1 - Research in Management Information Systems
Y1 - 2005
A1 - Zhu,Bin
KW - BIS
KW - Business Analytics
CY - Nanchang, Jiangxi, P.R. China
U2 - c
U4 - 39456548865
ID - 39456548865
ER -
TY - JOUR
T1 - Using 3D Interfaces to Facilitate the Spatial Knowledge Retrieval: A Geo-referenced Knowledge Repository System
JF - Decision Support Systems
Y1 - 2005
A1 - Zhu,Bin
A1 - Chen,H.
KW - BIS
KW - Business Analytics
VL - 40
CP - 2
U2 - a
U4 - 39437864961
ID - 39437864961
ER -
TY - CONF
T1 - Visualizing Aggregated Biological Pathway Relations
T2 - Proceedings of the 2005 Joint ACM/IEEE Conference on Digital Libraries (JCDL 2005), June 7-11, 2005 , Denver, CO
Y1 - 2005
A1 - Marshall,Byron
A1 - Quiñones,Karin
A1 - Su,Hua
A1 - Eggers,Shauna
A1 - Chen,Hsinchun
KW - Accounting
KW - BIS
AB - The Genescene development team has constructed an aggregation interface for automatically-extracted biomedical pathway
relations that is intended to help researchers identify and process relevant information from the vast digital library of abstracts found in the National Library of Medicine’s PubMed collection.
Users view extracted relations at various levels of relational granularity in an interactive and visual node-link interface. Anecdotal feedback reported here suggests that this multigranular visual paradigm aligns well with various research tasks,
helping users find relevant articles and discover new information.
JA - Proceedings of the 2005 Joint ACM/IEEE Conference on Digital Libraries (JCDL 2005), June 7-11, 2005 , Denver, CO
UR - http://people.oregonstate.edu/~marshaby/Papers/Marshall_JCDL_2005_Aggregation.pdf
U2 - b
U4 - 2606727169
ID - 2606727169
ER -
TY - JOUR
T1 - A Case-based Reasoning Framework for Workflow Model Management
JF - Data and Knowledge Engineering
Y1 - 2004
A1 - Madhusudan,Therani
A1 - Zhao,J. Leon
A1 - Marshall,Byron
KW - Accounting
KW - BIS
AB - In order to support efficient workflow design, recent commercial workflow systems are providing templates of common business processes. These templates, called cases, can be modified individually or collectively into a new workflow to meet the business specification. However, little research has been done on how to manage workflow models, including issues such as model storage, model retrieval, model reuse and assembly. In this paper, we propose a novel framework to support workflow modeling and design by adapting workflow cases from a repository of process models. Our approach to workflow model management is based on a structured workflow lifecycle and leverages recent advances in model management and case-based reasoning techniques. Our contributions include a conceptual model of workflow cases, a similarity flooding algorithm for workflow case retrieval, and a domain-independent AI planning approach to workflow case composition. We illustrate the workflow model management framework with a prototype system called Case-Oriented Design Assistant for Workflow Modeling (CODAW).
VL - 50
UR - http://people.oregonstate.edu/~marshaby/Papers/Madhusudan_DKE_CODAW.pdf
CP - 1
U2 - a
U4 - 648202240
ID - 648202240
ER -
TY - JOUR
T1 - EBizPort: Collecting and Analyzing Business Intelligence Information
JF - Journal of the Association for Information Science and Technology
Y1 - 2004
A1 - Marshall,Byron
A1 - McDonald,Dan
A1 - Chen,Hsinchun
A1 - Chung,Wingyan
KW - Accounting
KW - BIS
AB - In this article, Marshall, McDonald, Chen, and Chung take a different approach to supporting search services to large and heterogeneous document collections. They propose development of a domain-specific collection by crawling the content of a small set of highly reputable sites, maintaining a local index of the content, and providing browsing and searching services on the specialized content. This resource, known as a vertical portal, has the potential of overcoming several problems associated with bias, update delay, reputation, and integration of scattered information. The article discusses the design of a vertical portal system's architecture called EbizPort, rationale behind its major components, and algorithms and techniques for building collections and search functions. Collection (or more broadly content) has an obvious relationship to the nature of the search interface, as it can impact the type of search functions that can be offered. Powerful search interface functions were built for EbizPort by exploiting the underlying content representation and a relatively narrow and well-defined domain focus. Particularly noteworthy are the innovative browsing functions, which include a summarizer, a categorizer, a visualizer, and a navigation side-bar. The article ends with a discussion of an evaluation study, which compared the EbizPort system with a baseline system called Brint. Results are presented on effectiveness and efficiency, usability and information quality, and quality of local collection and content retrieved from other sources (an extended search operation called meta-search service was also provided in the system). Overall, the authors find that EbizPort outperforms the baseline system, and it provides a viable way to support access to business information.
VL - 55
UR - http://people.oregonstate.edu/~marshaby/Papers/Marshall_JASIST_EBizPort.pdf
CP - 1
U2 - a
U4 - 648210432
ID - 648210432
ER -
TY - CONF
T1 - Element Matching in Concept Maps
T2 - Proceedings of the 2004 Joint ACM/IEEE Conference on Digital Libraries (JCDL 2004), June 7-11, 2004 , Tucson, AZ
Y1 - 2004
A1 - Marshall,Byron
A1 - Madhusudan,Therani
KW - Accounting
KW - BIS
JA - Proceedings of the 2004 Joint ACM/IEEE Conference on Digital Libraries (JCDL 2004), June 7-11, 2004 , Tucson, AZ
UR - http://people.oregonstate.edu/~marshaby/Papers/Marshall_JCDL2004_ElementMatching.pdf
U2 - b
U4 - 2606778369
ID - 2606778369
ER -
TY - JOUR
T1 - Extracting Gene Pathway Relations Using a Hybrid Grammar: The Arizona Relation Parser
JF - Bioinformatics
Y1 - 2004
A1 - McDonald,Dan
A1 - Chen,Hsinchun
A1 - Su,Hua
A1 - Marshall,Byron
KW - Accounting
KW - BIS
AB - Motivation: Text-mining research in the biomedical domain has been motivated by the rapid growth of new research findings. Improving the accessibility of findings has potential to speed hypothesis generation.Results: We present the Arizona Relation Parser that differs from other parsers in its use of a broad coverage syntax-semantic hybrid grammar. While syntax grammars have generally been tested over more documents, semantic grammars have outperformed them in precision and recall. We combined access to syntax and semantic information from a single grammar. The parser was trained using 40 PubMed abstracts and then tested using 100 unseen abstracts, half for precision and half for recall. Expert evaluation showed that the parser extracted biologically relevant relations with 89% precision. Recall of expert identified relations with semantic filtering was 35 and 61% before semantic filtering. Such results approach the higher-performing semantic parsers. However, the AZ parser was tested over a greater variety of writing styles and semantic content.
VL - 20
UR - http://people.oregonstate.edu/~marshaby/Papers/MCDONALD_BIOINFORMATICS.pdf
CP - 18
U2 - a
U4 - 648206336
ID - 648206336
ER -
TY - JOUR
T1 - Spatialization of Web Sites Using a Weighted Frequency Model of Navigation Data
JF - Journal of the Association for Information Science and Technology
Y1 - 2004
A1 - Reitsma,Reindert
A1 - Thabane,L.
A1 - MacLeod,J.
KW - BIS
AB - Reitsma, Thabane, and MacLeod are interested in the display of document sets as visualized geometric spaces. Such spaces can use metrics and dimensions determined arbitrarily prior to analysis of data, or they may use secondary data (logged website transaction counts, perhaps) with techniques like factor analysis or MDS to find a structure. Using high transaction volume between an origin and a destination as an indicator of a small distance and a low volume as an indicator of a large distance, a transaction log can provide input to MDS. One problem is the possible origination of multiple sessions from the same address where one can not determine if consecutive requests are part of the same transaction and thus frequencies may be invalid. They suggest the use of the probability that a count is a transaction as a weight rather the count alone, with this probability depending upon the time separation between an origin and a destination with less time indicating a higher probability. A transaction log for a website for undergraduate engineering learning was analyzed in this manner and weighted transaction counts were compared to the use of straight count inputs to MDS using the Euclidean metric and four dimensions. Weighted results were not significantly different.
VL - 55
CP - 1
U2 - a
U4 - 649314304
ID - 649314304
ER -
TY - HEAR
T1 - Teachengineering Resources for K-12
Y1 - 2004
A1 - Reitsma,Reindert
A1 - Cyr,M.
A1 - Mooney,M.
A1 - Sullivan,J.
A1 - Ybarra,G.
KW - BIS
JA - 4th Annual NSF-NSDL meeting
U2 - c
U4 - 649347072
ID - 649347072
ER -
TY - HEAR
T1 - The Design for an Effective Knowledge Repository System
Y1 - 2003
A1 - Zhu,Bin
A1 - Iyer,B.
KW - BIS
KW - Business Analytics
JA - Minnesota Symposium on Knowledge Management
CY - Minneapolis, MN
U2 - c
U4 - 39456614401
ID - 39456614401
ER -
TY - JOUR
T1 - An Efficient Heuristic for Solving an Extended Capacitated Concentrator Location Problem
JF - Telecommunication Systems
Y1 - 2003
A1 - Raja,V.T.
A1 - Han,Bernard T.
KW - BIS
AB - In this paper, a mathematical model and a solution algorithm are developed for solving an extended capacitated concentrator location problem. Our model extends the conventional formulation by simultaneously addressing the two capacity constraints, total connection ports and maximum data processing rate, on each concentrator to be selected for satisfying the communication demands of the given end-user nodes. Since the problem is NP-complete, an efficient and effective Lagrangian heuristic is developed and tested by solving 100 randomly generated test problems with sizes ranging from 30(nodes)×30(concentrators) to150×30. Altogether 58% of the tested problems are solved optimally with an average solution gap 0.36% from the optimality and average solution times are from a few seconds to one half of a minute.
VL - 23
CP - 1-2
U2 - a
U4 - 649193472
ID - 649193472
ER -
TY - JOUR
T1 - Exploiting Engineering as a Unique Distance Learning Tool 19, 379-388
JF - International Journal of Engineering Education
Y1 - 2003
A1 - Carlson,L.
A1 - Reitsma,Reindert
A1 - Brandemuehl,M.
A1 - Hertzberg,J.
A1 - Sullivan,J.
A1 - Gabbard,S.
KW - BIS
VL - 19
U2 - a
U4 - 649318400
ID - 649318400
ER -
TY - HEAR
T1 - Financial neural network applications: 2000 - 2002 update
Y1 - 2003
A1 - Brown,Carol
A1 - Coakley,James
KW - Accounting
KW - BIS
KW - Dean's Office
JA - Twelfth Annual Research Workshop on: Artificial Intelligence and Emerging Technologies in Accounting, Auditing and Tax
CY - Honolulu, Hawaii, USA
U2 - c
U4 - 7499407361
ID - 7499407361
ER -
TY - HEAR
T1 - Genescene: Biomedical text and data mining
Y1 - 2003
A1 - Leroy,Gondy
A1 - Chen,Hsinchun
A1 - Martinez,Jessie
A1 - Eggers,S
A1 - Falsey,R
A1 - Kislin,K
A1 - Huang,Zan
A1 - Li,Jiexun
A1 - Xu,Jennifer
A1 - McDonald,Daniel
A1 - Ng,Gavin
KW - BIS
JA - ACM/IEEE Joint Conference on Digital Libraries (JCDL 2003)
CY - Houston, TX, USA
U2 - c
U4 - 98584117248
ID - 98584117248
ER -
TY - JOUR
T1 - A GRASP Heuristic for Solving an Extended Capacitated Concentrator Location Problem
JF - International Journal of Information Technology and Decision Making
Y1 - 2003
A1 - Han ,Bernard T.
A1 - Raja,V.T.
KW - BIS
AB - Local Access Networks (LACNs) are often considered the "last mile" over the Internet provided that they are connected to some existing Wide Area Network backbone. In this paper, a revised LACN-WAN interconnection model is presented as an extension to the conventional Capacitated Concentrator Location Problem (CCLP). An efficient heuristic is also developed to seek near-optimal deployment of telecommunication devices (e.g. links, concentrators, etc.) while minimizing the total connection costs for the network interconnection. Our solution algorithm could serve as a decision-making tool in solving problems with a real world size (i.e. 120 nodes and 30 concentrators).
CY - World Scientific Publishing Company
VL - 2
CP - 4
U2 - a
U4 - 649197568
ID - 649197568
ER -
TY - JOUR
T1 - HelpfulMed: Intelligent Searching for Medical Information over the Internet
JF - Journal of the Association for Information Science and Technology
Y1 - 2003
A1 - Chen,H.
A1 - Lally,A.M.
A1 - Zhu,Bin
A1 - Chau,M.
KW - BIS
KW - Business Analytics
VL - 54
CP - 7
U2 - a
U4 - 39438098433
ID - 39438098433
ER -
TY - CONF
T1 - Knowledge Management and E-Learning: the GetSmart Experience
T2 - Proceedings of the 2003 Joint ACM/IEEE Conference on Digital Libraries (JCDL 2003), May 2003, Houston, Texas
Y1 - 2003
A1 - Marshall,Byron
A1 - Zhang,Yiwen
A1 - Chen,Hsinchun
A1 - Lally,Ann
A1 - Shen,Rao
A1 - Fox,Edward
A1 - Cassel,Lillian
KW - Accounting
KW - BIS
AB - The National Science Digital Library (NSDL), launched in December 2002, is emerging as a center of innovation in digital libraries as applied to education. As a part of this extensive project, the GetSmart system was created to apply knowledge management techniques in a learning environment. The design of the system is based on an analysis of learning theory and theinformation search process. Its key notion is the integration of search tools and curriculum support with concept mapping. More than 100 students at the University of Arizona and Virginia Tech used the system in the fall of 2002. A database of more than one thousand student-prepared concept maps has been collected with more than forty thousand relationships expressed in semantic, graphical, node-link representations. Preliminary analysis of the collected data is revealing interesting knowledge representation patterns.
JA - Proceedings of the 2003 Joint ACM/IEEE Conference on Digital Libraries (JCDL 2003), May 2003, Houston, Texas
UR - http://people.oregonstate.edu/~marshaby/Papers/Marshall_JCDL2003_GetSmart.pdf
U2 - b
U4 - 2606821377
ID - 2606821377
ER -
TY - HEAR
T1 - An AI-based Heuristic for solving an Extended Concentrator Location Problem
Y1 - 2002
A1 - Raja,V.T.
KW - BIS
JA - College of Business Research Seminar Series
CY - Corvallis, OR
U2 - c
U4 - 2726858753
ID - 2726858753
ER -
TY - HEAR
T1 - Discovering association rules with degrees of support and implication (ARsi)
Y1 - 2002
A1 - Chen,Guoqing
A1 - Li,Jiexun
A1 - Yan,Peng
A1 - Kerre,E E
KW - BIS
JA - Computational Intelligent Systems for Applied Research: Proceedings of the 5th International Flins Conference
CY - Gent, Belgium
U2 - c
U4 - 98584174592
ID - 98584174592
ER -
TY - HEAR
T1 - Influence and conditional influence -- New interestingness measures in association rule mining
Y1 - 2002
A1 - Liu,De
A1 - Chen,Guoqing
A1 - Li,Jiexun
KW - BIS
JA - IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2001)
CY - Melbourne, Australia
U2 - c
U4 - 98583285760
ID - 98583285760
ER -
TY - JOUR
T1 - Loglinear and Multidimensional Scaling Models of Digital Library Navigation
JF - International Journal of Human-Computer Studies
Y1 - 2002
A1 - Buttenfield,B.
A1 - Reitsma,Reindert
KW - BIS
VL - 57
U2 - a
U4 - 51551979520
ID - 51551979520
ER -
TY - JOUR
T1 - Making Sense of Strategic Alignment: An Interpretive View of Alignment Problems and Practices
JF - Journal of Information Technology Management
Y1 - 2002
A1 - Fiegener,Mark K
A1 - Coakley,James
KW - BIS
VL - XIII
CP - 3-4
U2 - a
U4 - 19389708289
ID - 19389708289
ER -
TY - HEAR
T1 - MedTextus: an intelligent web-based medical meta-search system
Y1 - 2002
A1 - Zhu,Bin
A1 - Leory,G.
A1 - Chen,H.
A1 - Chen,Y.
KW - BIS
KW - Business Analytics
JA - 2nd ACM/IEEE-CS Joint Conference on Digital libraries
CY - Portland, OR
U2 - c
U4 - 39444371457
ID - 39444371457
ER -
TY - HEAR
T1 - A SAR-based interesting rule mining algorithm
Y1 - 2002
A1 - Li,Jiexun
A1 - Chen,Guoqing
KW - BIS
JA - Joint Conference of the North American Fuzzy Information Processing Society and the Special Interest Group on Fuzzy Logic and the Internet (NAFIPS-FLINT 2002)
CY - New Orleans, LA, USA
U2 - c
U4 - 98584221696
ID - 98584221696
ER -
TY - HEAR
T1 - Visualizing a computer mediated communication (CMC) process to facilitate knowledge management
Y1 - 2002
A1 - Zhu,Bin
A1 - Chen,H.
KW - BIS
KW - Business Analytics
JA - Conference on Human Factors in Computing Systems
CY - Minneapolis, MN
U2 - c
U4 - 39444410369
ID - 39444410369
ER -
TY - HEAR
T1 - Visualizing Computer-Mediated Communication Process
Y1 - 2002
A1 - Zhu,Bin
KW - BIS
KW - Business Analytics
U2 - c
U4 - 39459280897
ID - 39459280897
ER -
TY - HEAR
T1 - Visualizing Computer-Mediated Communication Process
Y1 - 2002
A1 - Zhu,Bin
KW - BIS
KW - Business Analytics
U2 - c
U4 - 39459266561
ID - 39459266561
ER -
TY - HEAR
T1 - Can E-Cheating be Prevented?: An Approach to Detect Plagiarism in Computer Skills Courses
Y1 - 2001
A1 - Coakley,James
A1 - Tyran,C. K.
KW - BIS
JA - Proceedings of Seventh Americas Conference on Information System
U2 - c
U4 - 645144576
ID - 645144576
ER -
TY - JOUR
T1 - Financial neural Network applications: 1998-1999 update
JF - New Review of Applied Expert Systems and Emerging Technologies
Y1 - 2001
A1 - Brown,Carol
A1 - Coakley,James
KW - Accounting
KW - BIS
KW - Dean's Office
VL - 7
U2 - a
U4 - 644880384
ID - 644880384
ER -
TY - HEAR
T1 - A Framework for Controlling Cheating in IS Education
Y1 - 2001
A1 - Coakley,James
A1 - Tyran,C. K.
KW - BIS
JA - Proceedings of International Conference on Informatics Education & Research
CY - New Orleans, Louisiana
U2 - c
U4 - 645142528
ID - 645142528
ER -
TY - HEAR
T1 - Influence and conditional influence -- New interestingness measures in association rule mining
Y1 - 2001
A1 - Li,Jiexun
A1 - Chen,Guoqing
A1 - Liu,De
KW - BIS
JA - IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2001)
CY - Melbourne, Australia
U2 - c
U4 - 98584236032
ID - 98584236032
ER -
TY - HEAR
T1 - A Lagrangian Heuristic for Network Design
Y1 - 2001
A1 - Raja,V.T.
KW - BIS
JA - College of Business Research Seminar Series
CY - Corvallis, OR
U2 - c
U4 - 2726852609
ID - 2726852609
ER -
TY - HEAR
T1 - Social Visualization for Computer-Mediated Communication: A Knowledge Management Perspective
Y1 - 2001
A1 - Zhu,Bin
A1 - Chen,H.
KW - BIS
KW - Business Analytics
JA - Eleventh Workshop on Information Technologies and Systems
U2 - c
U4 - 39444449281
ID - 39444449281
ER -
TY - HEAR
T1 - Using IT to add value: Innovation versus Efficiency
Y1 - 2001
A1 - Coakley,James
A1 - Gobeli,Dave
KW - BIS
KW - Strategy & Entrepreneurship
JA - Portland Chapter of the Society for Information Management
CY - Portland, OR
U2 - c
U4 - 645146624
ID - 645146624
ER -
TY - HEAR
T1 - Visualizing Computer-Mediated Communication Process
Y1 - 2001
A1 - Zhu,Bin
KW - BIS
KW - Business Analytics
CY - Bloomington, IN
U2 - c
U4 - 39459424257
ID - 39459424257
ER -
TY - HEAR
T1 - Visualizing Computer-Mediated Communication Process
Y1 - 2001
A1 - Zhu,Bin
KW - BIS
KW - Business Analytics
CY - Rochester, NY
U2 - c
U4 - 39459442689
ID - 39459442689
ER -
TY - HEAR
T1 - Visualizing Computer-Mediated Communication Process
Y1 - 2001
A1 - Zhu,Bin
KW - BIS
KW - Business Analytics
CY - Colorado Springs, CO
U2 - c
U4 - 39459450881
ID - 39459450881
ER -
TY - JOUR
T1 - Artificial Neural Networks in Accounting and Finance: Modeling Issues
JF - International Journal of Intelligent Systems in Accounting Finance and Management
Y1 - 2000
A1 - Coakley,James
A1 - Brown,Carol
KW - Accounting
KW - BIS
KW - Dean's Office
AB - This article reviews the literature on artificial neural networks (ANNs) applied to accounting and finance problems and summarizes the 'suggestions' from this literature. The first section reviews the basic foundation of ANNs to provide a common basis for further elaboration and suggests criteria that should be used to determine whether the use of an ANN is appropriate. The second section of the paper discusses development of ANN models including: selection of the learning algorithm, choice of the error and transfer functions, specification of the architecture, preparation of the data to match the architecture, and training of the network The final section presents some general guidelines and a brief summary of research progress and open research questions. Copyright © 2000 John Wiley & Sons, Ltd.
VL - 9
CP - 2
U2 - a
U4 - 644878336
ID - 644878336
ER -
TY - HEAR
T1 - Business Application Development
Y1 - 2000
A1 - Swanson,Parker
KW - BIS
KW - MIS
JA - Linn-Benton Community College (LBCC)
CY - Albany, OR
U2 - c
U4 - 649652224
ID - 649652224
ER -
TY - JOUR
T1 - Creating a Large-Scale Content-Based Air Photo Image Digital Library
JF - IEEE Transactions on Image Processing
Y1 - 2000
A1 - Zhu,Bin
A1 - Ramsey,M.
A1 - Chen,H.
KW - BIS
KW - Business Analytics
VL - 9
CP - 1
U2 - a
U4 - 39438198785
ID - 39438198785
ER -
TY - JOUR
T1 - The E-Commerce Course Project: Creating Educational Linkages with the Value Chain
JF - Journal of Informatics Education and Research
Y1 - 2000
A1 - Tyran,Craig K.
A1 - Coakley,James
KW - BIS
VL - 2
CP - 2
U2 - a
U4 - 645134336
ID - 645134336
ER -
TY - HEAR
T1 - Financial Neural Network Applications: 1998-1999
Y1 - 2000
A1 - Brown,Carol
A1 - Coakley,James
KW - Accounting
KW - BIS
KW - Dean's Office
JA - Ninth Annual Research Workshop on: Artificial Intelligence and Emerging Technologies in Accounting, Auditing and Tax
CY - Philadelphia, PA, USA
U2 - c
U4 - 7512172545
ID - 7512172545
ER -
TY - HEAR
T1 - Inventing the 'Treebook': A Workbook with Pages Linked in a Tree
Y1 - 2000
A1 - Sullivan,Dave
KW - BIS
KW - MIS
JA - ISECON Conference Proceedings
U2 - c
U4 - 649592832
ID - 649592832
ER -
TY - JOUR
T1 - A Living Laboratory
JF - Proceedings of the IEEE
Y1 - 2000
A1 - Lightner,M.
A1 - Carlson,D.
A1 - Sullivan,J.
A1 - Brandemuehl,M.
A1 - Reitsma,Reindert
KW - BIS
VL - 88
U2 - a
U4 - 51551956992
ID - 51551956992
ER -
TY - HEAR
T1 - Personal Action and Ethical Behavior: Responsibilities and Practices.
Y1 - 2000
A1 - Tanner,Ray
KW - BIS
KW - MIS
JA - College of Business; Finance Course Guest lecturer
CY - Corvallis, OR
U2 - c
U4 - 649730048
ID - 649730048
ER -
TY - HEAR
T1 - Presentation:Freshmen students in the College of Business: Coursework and Outcome-based Education
Y1 - 2000
A1 - Tanner,Ray
KW - BIS
KW - MIS
JA - College of Business; MIS Curriculum Advisory Council
CY - Portland,
U2 - c
U4 - 649728000
ID - 649728000
ER -
TY - HEAR
T1 - Untitled
Y1 - 2000
A1 - Raja,V.T.
KW - BIS
U2 - c
U4 - 27371016192
ID - 27371016192
ER -
TY - HEAR
T1 - Using GRASP to solve the Capacitated Concentrator Location Problem
Y1 - 2000
A1 - Raja,V.T.
A1 - Han,Bernard T.
KW - BIS
JA - Decision Sciences Institute National Meeting
CY - Orlando, Florida
U2 - c
U4 - 649213952
ID - 649213952
ER -
TY - JOUR
T1 - Validating a Geographical Image Retrieval System
JF - Journal of the Association for Information Science and Technology
Y1 - 2000
A1 - Zhu,Bin
A1 - Chen,H.
KW - BIS
KW - Business Analytics
VL - 51
CP - 7
U2 - a
U4 - 39438256129
ID - 39438256129
ER -
TY - JOUR
T1 - Accessibility of Computer-based Simulation Models in Inherently Conflict-Laden Negotiations
JF - Group Decision and Negotiation
Y1 - 1999
A1 - Zigurs,I.
A1 - Reitsma,Reindert
A1 - Lewis,C.
A1 - Hubscher,R.
A1 - Hayes,C.
KW - BIS
VL - 8
U2 - a
U4 - 51551926272
ID - 51551926272
ER -
TY - JOUR
T1 - A Collection of Visual Thesauri for Browsing Large Collections of Geographic Images
JF - Journal of the Association for Information Science and Technology
Y1 - 1999
A1 - Ramsey,M.
A1 - Chen,H.
A1 - Zhu,Bin
KW - BIS
KW - Business Analytics
VL - 50
CP - 9
U2 - a
U4 - 39438444545
ID - 39438444545
ER -
TY - HEAR
T1 - A Comparison of Two Modern Heuristics for Designing Local Access Networks
Y1 - 1999
A1 - Raja,V.T.
A1 - Han ,Bernard T.
KW - BIS
JA - INFORMS National Meeting
CY - Philadelphia, Pennsylvania
U2 - c
U4 - 649218048
ID - 649218048
ER -
TY - HEAR
T1 - Creating a Large Scale Digital Library for Geo-Referenced Information
Y1 - 1999
A1 - Zhu,Bin
A1 - Ramsey,M
A1 - Chen,H.
A1 - Hauck,R.V.
A1 - Ng,T.D.
A1 - Schatz,B.
KW - BIS
KW - Business Analytics
JA - Digital Library‘99, the 4th ACM Conference on Digital Libraries
U2 - c
U4 - 39444551681
ID - 39444551681
ER -
TY - HEAR
T1 - Financial Neural Network Applications: Brief Literature Review and Extensive Bibliography
Y1 - 1999
A1 - Brown,Carol
A1 - Coakley,James
KW - Accounting
KW - BIS
KW - Dean's Office
JA - Eighth Annual Research Workshop on: Artificial Intelligence and Emerging Technologies in Accounting, Auditing and Tax
CY - San Diego, CA, USA
U2 - c
U4 - 7512272897
ID - 7512272897
ER -
TY - HEAR
T1 - The State of the Art of Network Design and Management
Y1 - 1999
A1 - Raja,V.T.
A1 - Han,Bernard T.
KW - BIS
JA - Decision Sciences Institute National Meeting
CY - New Orleans
U2 - c
U4 - 649216000
ID - 649216000
ER -
TY - HEAR
T1 - Support Concept-Based Multimedia Information Retrieval: A Knowledge Management Approach
Y1 - 1999
A1 - Zhu,Bin
A1 - Ramsey,M.
A1 - Chen,H.
A1 - Hauck,R.V.
A1 - Ng,T.D.
A1 - Schatz,B.
KW - BIS
KW - Business Analytics
JA - ICIS’99, 20th Annual International Conference on Information Systems
U2 - c
U4 - 39444617217
ID - 39444617217
ER -
TY - HEAR
T1 - The WWW and Computer Skills Training: Key Issues for Design and Implementation
Y1 - 1999
A1 - Coakley,James
A1 - Tyran,C. K.
KW - BIS
JA - Proceedings of the International Academy for Information Management
U2 - c
U4 - 645148672
ID - 645148672
ER -
TY - HEAR
T1 - An AI-based Heuristic for solving a Generalized Concentrator Location Problem
Y1 - 1998
A1 - Raja,V.T.
A1 - Han ,Bernard T.
KW - BIS
JA - INFORMS National Meeting
CY - Seattle, WA
U2 - c
U4 - 649222144
ID - 649222144
ER -
TY - JOUR
T1 - Computer-Mediated Peer Review of Student Papers
JF - The Journal of Education for Business
Y1 - 1998
A1 - Sullivan,Dave
A1 - Nielson,Norma
A1 - Brown,Carol
KW - Accounting
KW - BIS
KW - Dean's Office
KW - MIS
VL - 74
CP - 2
U2 - a
U4 - 3842539521
ID - 3842539521
ER -
TY - HEAR
T1 - An Efficient Heuristic for Solving a Generalized Concentrator Location Problem
Y1 - 1998
A1 - Raja,V.T.
A1 - Han,Bernard T.
KW - BIS
JA - INFORMS National Meeting
CY - Seattle, WA
U2 - c
U4 - 649220096
ID - 649220096
ER -
TY - HEAR
T1 - A Neural-Net Gaussian Machine for Optimal Local Access Network Design
Y1 - 1998
A1 - Raja,V.T.
A1 - Han ,Bernard T.
KW - BIS
JA - Association for Information Systems, Americas Conference
CY - Baltimore, Maryland
U2 - c
U4 - 649224192
ID - 649224192
ER -
TY - HEAR
T1 - Student Perceptions of Electronic Classrooms
Y1 - 1998
A1 - Raja,V.T.
A1 - Kumar,Anil
KW - BIS
JA - Midwest Business Administration Conference
CY - Chicago, Illinois
U2 - c
U4 - 649226240
ID - 649226240
ER -
TY - HEAR
T1 - Untitled
Y1 - 1998
A1 - Raja,V.T.
KW - BIS
U2 - c
U4 - 27371014144
ID - 27371014144
ER -
TY - JOUR
T1 - Using a Computer Based Version of The Beer Game - Lessons Learned,"
JF - Journal of Management Education
Y1 - 1998
A1 - Coakley,James
A1 - Drexler,John A
A1 - Kircher,Anna E
A1 - Larson,Erik W
KW - BIS
VL - 22
CP - 3
U2 - a
U4 - 19389732865
ID - 19389732865
ER -
TY - JOUR
T1 - Using a Computer-Based Version of the Beer Game
JF - Journal of Management Education
Y1 - 1998
A1 - Larson,Erik
A1 - Coakley,James
A1 - Drexler,John
KW - BIS
KW - Management
U2 - a
U4 - 28690448385
ID - 28690448385
ER -
TY - HEAR
T1 - Integration of India into the Global Economy ” An Information Technology Perspective
Y1 - 1997
A1 - Raja,V.T.
A1 - Kumar,Anil
KW - BIS
JA - Midwest Conference on Asian Affairs
CY - Dekalb, Illinois
U2 - c
U4 - 649228288
ID - 649228288
ER -
TY - JOUR
T1 - Object-oriented Simulation and Evaluation of River Basin Operations
JF - Journal of Geographic Information and Decision Analysis
Y1 - 1997
A1 - Reitsma,Reindert
A1 - Carron,J.
KW - BIS
VL - 1
U2 - a
U4 - 51551909888
ID - 51551909888
ER -
TY - JOUR
T1 - Object-oriented Simulation and Evaluation of River Basin Operations. Journal of Geographic Information and Decision Analysis. 1, 1, pp. 10-24
Y1 - 1997
A1 - Reitsma,Reindert
A1 - Carron,John C.
KW - BIS
VL - 1
CP - 1
U2 - a
U4 - 240165423104
ID - 240165423104
ER -
TY - HEAR
T1 - Some Design and Planning Issues for Local Access Networks
Y1 - 1997
A1 - Raja,V.T.
A1 - Han ,Bernard T.
KW - BIS
JA - 14th Symposium on Combinatorial Optimization and Applications of Mathematical Programming
CY - Taiwan
U2 - c
U4 - 649230336
ID - 649230336
ER -
TY - JOUR
T1 - Enhancing Business Classes with World Wide Web
JF - Journal of Education for Business
Y1 - 1996
A1 - Brown,Carol
A1 - Nielson,Norma
A1 - Sullivan,Dave
KW - Accounting
KW - BIS
KW - Dean's Office
KW - MIS
VL - 71
CP - 6
U2 - a
U4 - 3842570241
ID - 3842570241
ER -
TY - JOUR
T1 - An Expert System to Diagnose Anemia and Report Results Directly on Hematology Forms
JF - Computers and Biomedical Research
Y1 - 1996
A1 - Coakley,James
KW - BIS
U2 - a
U4 - 28690677761
ID - 28690677761
ER -
TY - JOUR
T1 - Structure and Support of Water Resources Management and Decision Making
JF - Journal of Hydrology
Y1 - 1996
A1 - Reitsma,Reindert
KW - BIS
VL - 177
U2 - a
U4 - 51551893504
ID - 51551893504
ER -
TY - JOUR
T1 - Using Pattern Analysis Methods to Supplement Attention-Directing Analytical Procedures
JF - Expert Systems with Applications
Y1 - 1996
A1 - Coakley,James
KW - BIS
CP - December
U2 - a
U4 - 28690763777
ID - 28690763777
ER -
TY - JOUR
T1 - CIO 'Impression Management:' Problems and Practices
JF - Journal of Systems Management
Y1 - 1995
A1 - Coakley,James
KW - BIS
CP - Nov/Dec
U2 - a
U4 - 28690798593
ID - 28690798593
ER -
TY - HEAR
T1 - ISO9001 and IPP
Y1 - 1995
A1 - Cabak,Carrie
KW - BIS
JA - Institute of Packing Professionals
CY - San Francisco, CA
U2 - c
U4 - 91514275840
ID - 91514275840
ER -
TY - HEAR
T1 - A Lagrangean Heuristic for the Design of Capacitated Star-Star Concentrator Networks
Y1 - 1995
A1 - Raja,V.T.
KW - BIS
JA - INFORMS Joint National Meeting
CY - Los Angeles, CA
U2 - c
U4 - 649234432
ID - 649234432
ER -
TY - JOUR
T1 - Neural Networks Enter the World of Management Accounting
JF - Management Accounting
Y1 - 1995
A1 - Brown,Carol
A1 - Coakley,James
A1 - Phillips,Mary Ellen
KW - Accounting
KW - BIS
KW - Dean's Office
VL - LXXVI
CP - 11
U2 - a
U4 - 3842607105
ID - 3842607105
ER -
TY - JOUR
T1 - Neural Networks: Nuts and Bolts
JF - Management Accounting
Y1 - 1995
A1 - Brown,Carol
A1 - Coakley,James
A1 - Phillips,Mary Ellen
KW - Accounting
KW - BIS
KW - Dean's Office
VL - LXXVI
CP - 11
U2 - a
U4 - 3842613249
ID - 3842613249
ER -
TY - HEAR
T1 - Optimal Telecommunication Facility Planning Under Uncertainty
Y1 - 1995
A1 - Raja,V.T.
A1 - Han,Bernard T.
KW - BIS
JA - Americas Conference on Information Systems
CY - Pittsburgh, PA
U2 - c
U4 - 649232384
ID - 649232384
ER -
TY - HEAR
T1 - A Robustness Approach to the Telecommunication Facility Management Problem in the Presence of Demand Uncertainty from End-Users
Y1 - 1995
A1 - Raja,V.T.
A1 - Han ,Bernard T.
A1 - Chen,Bin Tong
KW - BIS
JA - Third INFORMS Telecommunications Conference
CY - Boca Raton, Florida
U2 - c
U4 - 649236480
ID - 649236480
ER -
TY - JOUR
T1 - Conference Report: The Fourth International Symposium on Intelligent Systems in Accounting, Finance and Management
JF - International Journal of Intelligent Systems in Accounting Finance and Management
Y1 - 1994
A1 - Brown,Carol
A1 - Coakley,James
A1 - Eining,Martha M
KW - Accounting
KW - BIS
KW - Dean's Office
VL - 3
CP - 3
U2 - a
U4 - 3842625537
ID - 3842625537
ER -
TY - JOUR
T1 - Construction Kit for Visual Programming of River-Basin Models
JF - Journal of Computing in Civil Engineering
Y1 - 1994
A1 - Reitsma,Reindert
A1 - Sautins,A.
A1 - Wehrend,S.
KW - BIS
VL - 8
U2 - a
U4 - 51551885312
ID - 51551885312
ER -
TY - HEAR
T1 - An Intelligent Solver for the Generalized Telecommunication Facility Location Problem
Y1 - 1994
A1 - Raja,V.T.
A1 - Han,Bernard T.
KW - BIS
JA - Decision Sciences 25th Annual Meeting
CY - Honolulu, Hawaii
U2 - c
U4 - 649238528
ID - 649238528
ER -
TY - JOUR
T1 - Artificial Neural Networks Applied to Ratio Analysis in the Analytical Review Process
JF - International Journal of Intelligent Systems in Accounting, Finance and Management
Y1 - 1993
A1 - Coakley,James
A1 - Brown,Carol
KW - Accounting
KW - BIS
KW - Dean's Office
VL - 2
CP - 1
U2 - a
U4 - 3842660353
ID - 3842660353
ER -
TY - HEAR
T1 - ISO9001 and the Paper Industry
Y1 - 1993
A1 - Cabak,Carrie
KW - BIS
JA - Paper Industry Management Association (PIMA) Conference
CY - San Diego, CA
U2 - c
U4 - 91514347520
ID - 91514347520
ER -
TY - HEAR
T1 - ISO9001 Registration Process
Y1 - 1993
A1 - Cabak,Carrie
KW - BIS
JA - Q90/ISO9000 TAG Meeting
CY - San Jose, CA
U2 - c
U4 - 91514400768
ID - 91514400768
ER -
TY - JOUR
T1 - A Comparison of User Satisfaction with MIS Across Two Cultures
JF - International Journal of Logistics Management
Y1 - 1991
A1 - Coakley,James
KW - BIS
VL - 2
U2 - a
U4 - 28690823169
ID - 28690823169
ER -
TY - JOUR
T1 - WODAN: een Venster op Beleidsinformatie (WODAN: a Window on Decision-making Information)
JF - SWIM
Y1 - 1990
A1 - Reitsma,Reindert
A1 - Hendriks,P.
KW - BIS
VL - 5
U2 - a
U4 - 51551875072
ID - 51551875072
ER -
TY - JOUR
T1 - A Causal Typology of Migration: The Role of Commuting. Regional Studies
JF - Regional Studies
Y1 - 1988
A1 - Reitsma,Reindert
A1 - Vergoossen,A.
KW - BIS
VL - 22
U2 - a
U4 - 51551858688
ID - 51551858688
ER -
TY - JOUR
T1 - Artificiele Intelligentie in Geografisch Onderzoek: Cognitie, `Engineering' en Geografische Modellen (Artificial Intelligence in Geographical Research: Cognition, `Engineering' and Geographical Models)
JF - SWIM
Y1 - 1986
A1 - Reitsma,Reindert
KW - BIS
VL - 1
U2 - a
U4 - 51551834112
ID - 51551834112
ER -
TY - JOUR
T1 - The Expectations of Accounting Errors in Medium-Sized Manufacturing Firms
JF - Advances in Accounting
Y1 - 1985
A1 - Coakley,James
KW - BIS
VL - 2
CP - 199-245
U2 - a
U4 - 28690843649
ID - 28690843649
ER -
TY - JOUR
T1 - Bayesian Estimation of a Finite Population Total using Auxiliary Information in the Presence of Nonresponse
JF - Journal of the American Statistical Association
Y1 - 1983
A1 - Smouse,Evan
KW - BIS
KW - Business Analytics
VL - 77
CP - 377
U2 - a
U4 - 58073522176
ID - 58073522176
ER -
TY - JOUR
T1 - Estimating proportionate changes in rates
JF - American Journal of Epidemiology
Y1 - 1983
A1 - Smouse,Evan
KW - BIS
KW - Business Analytics
VL - 117
U2 - a
U4 - 58094718976
ID - 58094718976
ER -
TY - JOUR
T1 - Nonparametric Bayesian Inference for Dichotomous Response Models
JF - Communications in Statistics - Theory & Methods
Y1 - 1983
A1 - Smouse,Evan
KW - BIS
KW - Business Analytics
VL - 12
CP - 24
U2 - a
U4 - 58073720832
ID - 58073720832
ER -
TY - JOUR
T1 - Statistical Concepts and Proper Use
JF - Archives of Pediatrics and Adolescent Medicine
Y1 - 1983
A1 - Smouse,Evan
KW - BIS
KW - Business Analytics
VL - 137
CP - 5
U2 - a
U4 - 58094786560
ID - 58094786560
ER -
TY - JOUR
T1 - Assessing the Connections Among Top Management Support, IT Assimilation, and Business Value of IT: A Meta-Analysis
Y1 - 0
A1 - Roberts,Nicholas
A1 - Jeyaraj,A.
A1 - Gerow,J.
KW - BIS
U2 - a
U4 - 272321404928
ID - 272321404928
ER -