{\rtf1\ansi\deff0\deftab360 {\fonttbl {\f0\fswiss\fcharset0 Arial} {\f1\froman\fcharset0 Times New Roman} {\f2\fswiss\fcharset0 Verdana} {\f3\froman\fcharset2 Symbol} } {\colortbl; \red0\green0\blue0; } {\info {\author Biblio 7.x}{\operator }{\title Biblio RTF Export}} \f1\fs24 \paperw11907\paperh16839 \pgncont\pgndec\pgnstarts1\pgnrestart J. Li and Chang, X., ?Combating False Information by Sharing the Truth: A Study on the Spread of Fact-checks on Social Media?, Information Systems Frontiers, 2022.\par \par J. Li and Chang, X., ?Combating Misinformation by Sharing the Truth: a Study on the Spread of Fact-Checks on Social Media?, Information Systems Frontiers, 2022.\par \par X. Chang, ?Improving Student Engagement and Connection in Online Learning: Part II, Methodologies and Practices?, 2022.\par \par G. Shang, Ilk, N., and Fan, S., ?Need for Speed, but How Much Does It Cost? Unpacking the Fee-Speed Relationship in Cryptocurrency Transactions?, Journal of Operations Management, 2022.\par \par T. Kaskela, Zhu, B., and Sayali, D., ?Pixel Importance: The Impact of Saturation and Brightness on the Spread of Information on Social Media?, in Springer Cham, 2022, no. 1, p. 105.\par \par J. Hardy, Tey, K. S., Wilson, C., Martell, R., Olstad, A., and Uhlmann, E. Luis, ?Bias in context: Small biases in hiring evaluations have big consequences.?, Journal of Management, 2021.\par \par J. Chen, Shao, R., and Fan, S., ?Destabilization and Consolidation: Conceptualizing, Measuring, and Validating the Dual Characteristics of Technology?, Research Policy, vol. 50, no. 1, pp. 104-115, 2021.\par \par D. Pan, J. Zhao, L., Fan, S., and Zhang, Z., ?Dividend or No Dividend in Delegated Blockchain Governance: A Game Theoretic Analysis?, Journal of Systems Science and Systems Engineering, pp. 1-19, 2021.\par \par G. Shankaranarayanan and Zhu, B., ?Enhancing decision-making with data quality metadata?, Journal of Systems and Information Technology, vol. 23, no. 2, 2021.\par \par X. Chang, ?Improving Student Engagement and Connection in Online Learning through Proactive Support?, 2021.\par \par P. Baldivieso and Veerman, J., ?Stability conditions of coupled autonomous vehicles formations?, IEEE Transactions on Control of Network Systems, vol. 8, no. 1, pp. 513-522, 2021.\par \par N. Ilk, Shang, G., Fan, S., and J. Zhao, L., ?Stability of Transaction Fees in Bitcoin: A Supply and Demand Perspective?, MIS Quarterly, vol. 45, no. 2, pp. 563-692, 2021.\par \par N. Ilk and Fan, S., ?Combining Textual Cues with Social Clues: Utilizing Social Features to Improve Sentiment Analysis in Social Media?, Decision Sciences, 2020.\par \par J. Chen, Shao, R., Fan, S., and Li, J., ?Impact of Team Size on Technological Contributions: Unpacking Disruption and Development?, AOM Annual Meeting. Vancouver CA, 2020.\par \par J. Li and Chang, X., ?Improving Mobile Health Apps Usage: A Quantitative Study on mPower Data of Parkinson's Disease?, Information Technology and People, vol. 34, no. 1, pp. 399?420, 2020.\par \par D. Liang, Zhang, H., Chang, X., and Huang, H., ?Modeling and Regionalization of China's PM2.5 Using Spatial-Functional Mixture Models?, Journal of the American Statistical Association, vol. 116, no. 553, pp. 116?132, 2020.\par \par M. Elman, Minnier, J., Chang, X., and Choi, D., ?Noise Accumulation in High Dimensional Classification and Total Signal Index?, Journal of Machine Learning Research, vol. 21, no. 36, pp. 1-23, 2020.\par \par D. Wang, Xin, Y., Chang, X., and Su, X., ?Realized Volatility Forecasting and Volatility Spillovers: Evidence from Chinese Non-Ferrous Metals Futures?, International Journal of Finance and Economics, vol. 26, no. 2, pp. 2713?2731, 2020.\par \par S. Fan and Ilk, N., ?A text analytics framework for automated communication pattern analysis?, Information & Management, vol. 57, no. 4, 2020.\par \par X. Chang and Li, J., ?Business Performance Prediction in Location-based Social Commerce?, Expert Systems with Applications, vol. 126, pp. 112-123, 2019.\par \par D. Pan, J. Zhao, L., and Fan, S., ?Impacts of Consensus Algorithms in Cryptocurrency: A Theoretical Analysis of PoW versus PoS in Ethereum?, no. 1. pp. 16-22, 2019.\par \par J. Chen, Shen, J., and Fan, S., ?Knowledge Networks, Collaboration Networks, and Innovation: A Replication and Extension?, Academy of Management Annual Meeting. Boston, 2019.\par \par X. Chang, ?Location-based Data on Social Commerce Platforms can Provide Insights for Business Decisions?. Corvallis, OR, 2019.\par \par N. Ilk and Fan, S., ?A Process Mining Framework for Communication Pattern Analysis in Online Contact Centers?, Winter Conference On Business Analytics. Salt lake city, 2019.\par \par N. Ilk, Shang, G., and Fan, S., ?A Supply and Demand Model for Bitcoin?s Data Space Marketplace?, Workshop on Information Technologies and Systems. Munich, 2019.\par \par L. J. Zhao, Fan, S., and Zheng, E., ?Blockchain-Enabled Trust: The Case of Inter-Firm Dataflow?, Americas Conference on Information Systems (AMCIS). New Orleans, 2018.\par \par J. Wu, Fan, S., and J. Zhao, L., ?Community Engagement and Online Word of Mouth: An Empirical Investigation?, Information & Management, vol. 55, no. 2, pp. 258-270, 2018.\par \par J. Chen, Shao, R., and Fan, S., ?Development of Context-based Indices for Measuring Dynamic and Dualistic Nature of Innovation?, Academy of Management Annual Conference. Chicago, IL, 2018.\par \par K. Zhang, Fan, S., and Wang, H., ?An Efficient Recommender System Using Locality Sensitive Hashing?, Proceedings of the 51st Hawaii International Conference on System Sciences. Hawaii, 2018.\par \par Y. Sun, Chang, X., and Guan, Y., ?Flexible and Efficient Estimating Equations for Variogram Estimation?, Computational Statistics and Data Analysis, vol. 122, pp. 45-58, 2018.\par \par N. Ilk, Fan, S., and Shang, G., ?Investigating the Fee-Delay Relationship in Cryptocurrency Transactions: Evidence from the Bitcoin Network?, Workshop on Information Technologies and Systems. Santa Clara, 2018.\par \par J. Li, Wu, Z., Zhu, B., and Xu, K., ?Making Sense of Organization Dynamics Using Text Analysis.?, Expert Systems with Applications, 2018.\par \par T. Kaskela and Song, J., ?Social Media Response Based Upon Media Richness?, in America's Conference on Information System, New Orleans, LA, 2018.\par \par T. Kaskela and Song, J., ?Social Media Responses Based Upon Frames and Symbol Sets?, in 17th Annual Pre-ICIS Workshop on HCI Research in MIS, San Francisco, CA, 2018.\par \par P. Baldivieso, Veerman, J. J. P., and Hammond, D. K., ?Spectra of certain large tridiagonal matrices?, Linear Algebra and Its Applications, vol. 548, no. 1, pp. 123-147, 2018.\par \par P. - H. Hsieh, Chang, X., and Olstad, A., ?Using a Q Matrix to Assess Students' Latent Skills in an Online Course?, 2018.\par \par J. Wang, Yan, X., and Zhu, B., ?BEHAVIOR THEORY ENABLED GENDER CLASSIFICATION METHOD?, in the Fifteeth workshop on e-Business (WeB 2016) in Dublin, 2017.\par \par S. Fan, Li, X., and J. Zhao, L., ?Collaboration Process Pattern Approach to Improving Teamwork Performance: A Data Mining-Based Methodology?, INFORMS Journal on Computing, vol. 29, no. 3, pp. 438-456, 2017.\par \par K. Zun, Zhu, B., and Zuo, M., ?The Different Behaviors between Product Searchers and Website Searchers?, presented at the 2017, 2017.\par \par S. Bina, Graue, W., Jones, D., Kaskela, T., and Walden, E., ?Discovery of the Optimal Visualization for Representing Three Dimensions of Data Using Functional Magnetic Resonance Imaging?, in International Conference on Information Systems, Seoul, 2017.\par \par Z. Liu, Fan, S., Wang, H., and J. Zhao, L., ?Enabling effective workflow model reuse: A data-centric approach?, Decision Support Systems, vol. 93, pp. 11-25, 2017.\par \par S. Fan, Xiao, J. I., Xie, K., and J. Zhao, L., ?Introduction to the special issue of ECR on E-business innovation with big data?, Electronic Commerce Research, 2017.\par \par D. Wang, Tu, J., Chang, X., and Li, S., ?The Lead-Lag Relationship between the Spot and Futures Markets in China?, Quantitative Finance, vol. 17, no. 9, pp. 1447?1456, 2017.\par \par C. Wang, Zhu, B., and Zuo, M., ?Differences between Younger and Senior Information Providers in Senior Online Communities?, in the Fifteeth workshop on e-Business (WeB 2016) in Dublin, 2016.\par \par P. - H. Hsieh, Chang, X., and Olstad, A., ?Early Detection of Placement for Success in an Online Quantitative Class?, Joint Statistical Meetings. Chicago, IL, 2016.\par \par C. Wang, Zhu, B., and Zuo, M., ?Helping Senior Participants Acquire the Right Type of Social Support in Online Communities?, in The 10th China Summer Workshop on Information Management (CSWIM 2016), 2016.\par \par L. J. Zhao, Fan, S., and Yan, J., ?Overview of business innovations and research opportunities in blockchain and introduction to the special issue?, Financial Innovation, vol. 2, 2016.\par \par S. Fan, Hua, Z., Storey, V., and Zhao, J. L., ?A Process Ontology Based Approach to Easing Semantic Ambiguity in Business Process Modeling?, Data and Knowledge Engineering, vol. 102, 2016.\par \par S. Fan, Lau, R., and Zhao, J. L., ?Demystifying big data analytics through the lens of marketing mix?, Big Data Research, vol. 2, no. 1, pp. 28-32, 2015.\par \par L. Kang, Fan, S., and J. Zhao, L., ?The Design of IdeaWorks: Applying Social Learning Networks to Support Tertiary Education?, 2015 International Conference on HCI in Business. 2015.\par \par X. Chang, Waagepetersen, R., Yu, H., Ma, X., Holford, T. R., Wang, R., and Guan, Y., ?Disease Risk Estimation by Combining Case-Control Data with Aggregated Information on the Population at Risk?, Biometrics, vol. 71, pp. 114-121, 2015.\par \par D. Wang, Lei, M., and Chang, X., ?Dynamic relation of Chinese stock price-volume pre- and post- the Split Share Structure Reform: New evidence from a two-state Markov-switching approach?, China Finance Review International, vol. 5, no. 4, pp. 386-401, 2015.\par \par Z. Lin, Whinston, A. B., and Fan, S., ?Harnessing Internet finance with innovative cyber credit management?, Financial Innovation, vol. 1, no. 1, 2015.\par \par T. Nguyen, Fahey, C., Olstad, S., and Olstad, A., ?Impact of Pharmacy Student Involvement in Medical Reconciliation on Samaritan Health Services Outpatient Clinics?, ASHP Midyear Clinical Meeting. New Orleans, LA, 2015.\par \par C. Fahey, Nguyen, T., Olstad, S., and Olstad, A., ?Involvement of Pharmacy in Admission and Discharge Medication Review to Improve Patient Outcomes in an Inpatient Setting?, ASHP Midyear Clinical Meeting. New Orleans, LA, 2015.\par \par J. Li, Wu, Z., and Zhu, B., ?Mining Hidden Organizational Structures from Meeting Records?, INFORMS 2015. Philadelphia, 2015.\par \par W. Chai, Zuo, M., Zhu, B., and Tian, X., ?PREDICTING HABITUAL CONTINUING SOCIAL NETWORKING SITES USE OF THE ELDERLY?, in Workshop on Doing IS Research in China, The 19th Pacific Asia Conference on Information Systems (PACIS 2015), Singapore, 2015.\par \par S. Fan, Ilk, N., and Zhang, K., ?Sentiment Analysis in Social Media Platforms: The Contribution of Social Relationships?, International Conference on Information Systems. Dallas, 2015.\par \par J. Feng, Yao, Z., Zhu, B., and Marshall, B., ?Weather Factors and Online Product/Service Reviews?, in 'Doing IS Research in China' Workshop of the Pacific Asia Conference on Information Systems (PACIS 2015), 2015.\par \par S. Fan, Kang, L., and Zhao, J. L., ?Workflow-Aware Attention Tracking to Enhance Collaboration Management?, Information Systems Frontiers, vol. 17, no. 6, pp. 1253?1264, 2015.\par \par J. L. Zhao, Fan, S., and Hu, D., ?Business Challenges and Research Directions of Management Analytics in the Big Data Era?, Journal of Management Analytics, vol. 1, no. 3, pp. 169-174, 2014.\par \par J. Li, Li, X., and Zhu, B., ?Collective opinion classification: A global consistency maximization approach?, The 24th Workshop on Information Technology and Systems (WITS). Aukland, New Zealand, 2014.\par \par Y. Bian, Fan, S., Ye, R. Liying, and J. Zhao, L., ?Credit Risk Assessment of POS-Loans in the Big Data Era?, Workshop on Internet and BigData Finance (WIBF). Hongkong, China, 2014.\par \par G. Shankar and Zhu, B., ?Ensuring Positive Impact of Data Quality Metadata: Implications for Decision Support?, in Twentieth Americas Conference on Information Systems (AMCIS' 2014), Savannah, 2014.\par \par J. Wu, Fan, S., Wu, M., and J. Zhao, L., ?Formation and effect of Social Interactions in Online Brand Community: an Empirical Investigation.?, The Pacific Asia Conference on Information Systems (PACIS). Chengdu, China, 2014.\par \par L. Zai, Yan, X., and Zhu, B., ?The Hl-index: Improvement of H-index Based on Quality of Citing Papers?, Akad\'e9miai Kiad\'f3 and Springer Science+Business Media, vol. 98, no. 2, pp. 1021-1031, 2014.\par \par K. Zhang, Ouksel, A. M., Fan, S., and Liu, H., ?Scalable Audience Targeted Models for Brand Advertising on Social Networks?, Proceedings of the 8th ACM Conference on Recommender systems. Foster City, CA, USA, 2014.\par \par X. Chang and Stein, M. L., ?Wavelet Methods in Interpolation of High-Frequency Spatial-Temporal Pressure?, Spatial Statistics, vol. 8, pp. 52?68, 2014.\par \par W. Duan, Cao, Z., Wang, Y., Zhu, B., Zeng, D., Wang, F. - Y., Qiu, X., Song, H., and Wang, Y., ?An ACP Approach to Public Health Emergency Management: Using a Campus Outbreak of H1N1 Influenza as a Case Study?, IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems & Humans, vol. 43, no. 5, pp. 1028-1041, 2013.\par \par C. Wong, Versace, M., and Zhu, B., ?A cognitive-neural approach to explaining market oscillations in a fully recurrent adaptive agent population?, presented at the 2013, 2013.\par \par B. Zhu and Olson, M., ?Data/Knowledge Management for LIDAR Data Users/Researchers?, NSF I/UCRC Center for e-Design Strategic Planning Meeting. ºÚÁÏÍø¹ÙÍø, 2013.\par \par X. Chang and Stein, M. L., ?Decorrelation Property of Discrete Wavelet Transform Under Fixed-Domain Asymptotics?, IEEE Transactions on Information Theory, vol. 59, pp. 8001-8013, 2013.\par \par S. Fan, Tong, Y., and J. Zhao, L., ?Ever-Changing Workarounds: A Model for Workaround Management Lifecycle in Healthcare Workflow?, 2013 SIGBPS Workshop on Business Processes and Service. Milan, Italy, 2013.\par \par B. Zhu, Yan, X., and Wang, J., ?Gender Classification for Product Reviewers in China: A Data-Driven Approach?. 2013.\par \par B. Zhu and Hoyle, C., ?Mapping User requirements to Design Alternatives: The Whole Nine yards?, NSF I/UCRC Center for e-Design Strategic Planning Meeting. ºÚÁÏÍø¹ÙÍø, 2013.\par \par S. Fan, Li, X., and J. Zhao, L., ?Collaboration Process Patterns and Efficiency of Issue Resolution in Software Development?, 2012 International Conference on Collaboration Technologies and Systems (CTS). Denver, CO, USA, 2012.\par \par G. Shankaranarayanan and Zhu, B., ?Data Quality Metadata and Decision Making?, in 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), Proceedings,, Grand Wailea, Maui, HI, USA, 2012, pp. 1434-1443.\par \par B. Zhu and Chau, M., ?Finding People Who Forward Your Messages?, School of Mechanical, Industrial, & Manufacturing Engineering Seminar Series. ºÚÁÏÍø¹ÙÍø, 2012.\par \par B. Zhu and Chau, M., ?Finding People Who Forward Your Messages?, 2012 Winter Conference on Business Intelligence. Snowbird, Utah, 2012.\par \par B. Zhu, ?Finding People Who Retweet?, 2012 INFORMS International Conference. Beijing, China, 2012.\par \par S. Fan, Zhao, J. L., Liu, M., and Dou, W., ?A Framework for the Transformation from Conceptual to Logical Workflow Models?, Decision Support Systems, vol. 55, no. 1, pp. 781-794, 2012.\par \par B. Zhu and Marshall, B., ?Is It You or the Message: Why Do People Pass Along Micro-Blogging Messages??, in The Eleventh Workshop on e-Business (WeB'12), Orlando, Florida, 2012.\par \par Y. Wang, Zeng, D., and Zhu, B., ?Patterns of News Dissemination through Online News Network in China?, Information Systems Frontiers, vol. 16, no. 4, pp. 557-570, 2012.\par \par S. Fan, Sia, C. - L., and J. Zhao, L., ?Towards Collaboration Virtualization Theory?, The Pacific Asia Conference on Information Systems (PACIS). Ho Chi Minh City, Vietnam, 2012.\par \par D. Virginia M. Lesser and Olstad, A., ?Comparing Item Nonresponse and Responses Across Modes in General Population Surveys.?, American Association for Public Opinion Research, Phoenix, Arizona, May, 2011. Phoenix, AZ, 2011.\par \par Y. Wang, Zeng, D., and Zhu, B., ?Patterns of News Dissemination through Online News Network in China?, in Proceedings of the 21st Workshop on Information Technologies and Systems (WITS 2011), Shanghai, China, December 3rd, 2011, 2011.\par \par W. Dou, Zhao, J. L., and Fan, S., ?A Collaborative Scheduling Approach for Service-Driven Scientific Workflow Execution?, Journal of Computer and System Sciences, vol. 76, no. 6, 2010.\par \par B. Zhu, Luo, X., Ma, J., and Chau, M., ?Finding Treasures in Your Trash,?, in Proceedings of Joint Conference of eServices and Business Intelligence, Chengdu, China, June 4th-6th, 2010, 2010.\par \par B. Zhu, Luo, X., Ma, J., and Chau, M., ?Finding Treasures in Your Trash?, Joint Conference of eServices and Business Intelligence. Chengdu, China, 2010.\par \par B. Zhu and Chau, M., ?Understanding Awareness Diffusion at Twitter.com?, in Proceedings of the Sixteenth Americas Conference on Information Systems, Lima, Peru, August 12th-15th 2010, 2010.\par \par B. Zhu and Chau, M., ?Understanding Awareness Diffusion at Twitter.com?. Lima, Peru, 2010.\par \par B. Zhu and Watts, S., ?Visualization of network concepts: The impact of working memory capacity differences?, Decision Support Systems, vol. 21, no. 2, pp. 327-344, 2010.\par \par B. Zhu, Watts, S., and Chen, H., ?Visualizing Social Network Concepts?, Decision Support Systems, vol. 49, no. 2, pp. 151-161, 2010.\par \par B. Zhu and Qin, J., ?Communication Clique Evolution Graph: A Tool to Monitor Conflicts in Virtual Teams?, in Proceedings of 8th Workshop on e-Business (WeB'09), Phoenix, AZ, USA., 2009.\par \par J. Qin, Zhu, B., Gaynor, M., and Bradner, S., ?Communication Clique Evolution Graph: A Tool to Monitor Conflicts in Virtual Teams?, 8th Workshop on e-Business. Phoenix, AZ, 2009.\par \par B. Zhu, ?Expanding Research Using System Development as Methodology?, Artificial Intelligence Lab, MIS department. Tucson, AZ, 2009.\par \par B. Zhu and Chen, H., ?Information Visualization for Decision Making?, 2009.\par \par M. Liu, Fan, S., Zhao, J. L., and Dou, W., ?Transformation Framework of Conceptual to Logical Business Process Models?, China Journal of Information Systems, vol. 3, no. 1, 2009.\par \par B. Zhu and Yang, C., ?Understanding How Product Information Traverses Across Online Communities?, Third China Workshop on Information Management 2009. Guangzhou, China, 2009.\par \par B. Zhu and Yang, C., ?Understanding How Product Information Traverses Across Online Communities?, in Proceedings of Third China Workshop on Information Management 2009, Guangzhou, China, 2009.\par \par B. Zhu, Shankaranarayanan, G., and Cai, Y., ?Visualizing Data Quality Metadata for Decision Support: A Prototype and Evaluation?, Fifteenth Americas Conference on Information Systems. San Francisco, CA, 2009.\par \par G. Shankaranarayanan and Zhu, B., ?Visualizing Data Quality Metadata for Decision Support: A Prototype and Evaluation?, in Proceedings of the Fifteenth Americas Conference on Information Systems, San Francisco, California, 2009.\par \par B. Zhu and Chen, H., ?CommunicationGarden System: Visualizing a Computer Mediated Communication System to Facilitate Knowledge Management?, Decision Support Systems, vol. 45, no. 4, pp. 778-794, 2008.\par \par S. Fan and Wanchun, D., ?Complex Problem Solving based on Complex Problem Definition Model?, Application Research of Computers, vol. 25, no. 3, 2008.\par \par D. Wanchun, Chen, J., Fan, S., and Cheung, S. C., ?A context- and role-driven scientific workflow development pattern?, Concurrency and Computation: Practice and Experience, vol. 20, no. 15, pp. 1741-1757, 2008.\par \par S. Fan, Wanchun, D., and Xiping, L., ?Context-aware Resource Access Control in Scientific Workflows?, Computer Engineering and Design, vol. 29, no. 2, 2008.\par \par G. 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