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2022
J. Li and Chang, X., “Combating False Information by Sharing the Truth: A Study on the Spread of Fact-checks on Social Mediaâ€, Information Systems Frontiers, 2022.
J. Li and Chang, X., “Combating Misinformation by Sharing the Truth: a Study on the Spread of Fact-Checks on Social Mediaâ€, Information Systems Frontiers, 2022.
X. Chang, “Improving Student Engagement and Connection in Online Learning: Part II, Methodologies and Practicesâ€, 2022.
G. Shang, Ilk, N., and Fan, S., “Need for Speed, but How Much Does It Cost? Unpacking the Fee-Speed Relationship in Cryptocurrency Transactionsâ€, Journal of Operations Management, 2022.
T. Kaskela, Zhu, B., and Sayali, D., “Pixel Importance: The Impact of Saturation and Brightness on the Spread of Information on Social Mediaâ€, in Springer Cham, 2022, no. 1, p. 105.
2021
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.â€, Journal of Management, 2021.
J. Chen, Shao, R., and Fan, S., “Destabilization and Consolidation: Conceptualizing, Measuring, and Validating the Dual Characteristics of Technologyâ€, Research Policy, vol. 50, no. 1, pp. 104-115, 2021.
D. Pan, J. Zhao, L., Fan, S., and Zhang, Z., “Dividend or No Dividend in Delegated Blockchain Governance: A Game Theoretic Analysisâ€, Journal of Systems Science and Systems Engineering, pp. 1-19, 2021.
G. Shankaranarayanan and Zhu, B., “Enhancing decision-making with data quality metadataâ€, Journal of Systems and Information Technology, vol. 23, no. 2, 2021.
X. Chang, “Improving Student Engagement and Connection in Online Learning through Proactive Supportâ€, 2021.
P. Baldivieso and Veerman, J., “Stability conditions of coupled autonomous vehicles formationsâ€, IEEE Transactions on Control of Network Systems, vol. 8, no. 1, pp. 513-522, 2021.
N. Ilk, Shang, G., Fan, S., and J. Zhao, L., “Stability of Transaction Fees in Bitcoin: A Supply and Demand Perspectiveâ€, MIS Quarterly, vol. 45, no. 2, pp. 563-692, 2021.
2020
N. Ilk and Fan, S., “Combining Textual Cues with Social Clues: Utilizing Social Features to Improve Sentiment Analysis in Social Mediaâ€, Decision Sciences, 2020.
J. Chen, Shao, R., Fan, S., and Li, J., “Impact of Team Size on Technological Contributions: Unpacking Disruption and Developmentâ€, AOM Annual Meeting. Vancouver CA, 2020.
J. Li and Chang, X., “Improving Mobile Health Apps Usage: A Quantitative Study on mPower Data of Parkinson's Diseaseâ€, Information Technology and People, vol. 34, no. 1, pp. 399–420, 2020.
D. Liang, Zhang, H., Chang, X., and Huang, H., “Modeling and Regionalization of China's PM2.5 Using Spatial-Functional Mixture Modelsâ€, Journal of the American Statistical Association, vol. 116, no. 553, pp. 116–132, 2020.
M. Elman, Minnier, J., Chang, X., and Choi, D., “Noise Accumulation in High Dimensional Classification and Total Signal Indexâ€, Journal of Machine Learning Research, vol. 21, no. 36, pp. 1-23, 2020.
D. Wang, Xin, Y., Chang, X., and Su, X., “Realized Volatility Forecasting and Volatility Spillovers: Evidence from Chinese Non-Ferrous Metals Futuresâ€, International Journal of Finance and Economics, vol. 26, no. 2, pp. 2713–2731, 2020.
S. Fan and Ilk, N., “A text analytics framework for automated communication pattern analysisâ€, Information & Management, vol. 57, no. 4, 2020.
2019
X. Chang and Li, J., “Business Performance Prediction in Location-based Social Commerceâ€, Expert Systems with Applications, vol. 126, pp. 112-123, 2019.
D. Pan, J. Zhao, L., and Fan, S., “Impacts of Consensus Algorithms in Cryptocurrency: A Theoretical Analysis of PoW versus PoS in Ethereumâ€, no. 1. pp. 16-22, 2019.
J. Chen, Shen, J., and Fan, S., “Knowledge Networks, Collaboration Networks, and Innovation: A Replication and Extensionâ€, Academy of Management Annual Meeting. Boston, 2019.
X. Chang, “Location-based Data on Social Commerce Platforms can Provide Insights for Business Decisionsâ€. Corvallis, OR, 2019.
N. Ilk and Fan, S., “A Process Mining Framework for Communication Pattern Analysis in Online Contact Centersâ€, Winter Conference On Business Analytics. Salt lake city, 2019.
N. Ilk, Shang, G., and Fan, S., “A Supply and Demand Model for Bitcoin’s Data Space Marketplaceâ€, Workshop on Information Technologies and Systems. Munich, 2019.
2018
L. J. Zhao, Fan, S., and Zheng, E., “Blockchain-Enabled Trust: The Case of Inter-Firm Dataflowâ€, Americas Conference on Information Systems (AMCIS). New Orleans, 2018.
J. Wu, Fan, S., and J. Zhao, L., “Community Engagement and Online Word of Mouth: An Empirical Investigationâ€, Information & Management, vol. 55, no. 2, pp. 258-270, 2018.
J. Chen, Shao, R., and Fan, S., “Development of Context-based Indices for Measuring Dynamic and Dualistic Nature of Innovationâ€, Academy of Management Annual Conference. Chicago, IL, 2018.
K. Zhang, Fan, S., and Wang, H., “An Efficient Recommender System Using Locality Sensitive Hashingâ€, Proceedings of the 51st Hawaii International Conference on System Sciences. Hawaii, 2018.
Y. Sun, Chang, X., and Guan, Y., “Flexible and Efficient Estimating Equations for Variogram Estimationâ€, Computational Statistics and Data Analysis, vol. 122, pp. 45-58, 2018.
N. Ilk, Fan, S., and Shang, G., “Investigating the Fee-Delay Relationship in Cryptocurrency Transactions: Evidence from the Bitcoin Networkâ€, Workshop on Information Technologies and Systems. Santa Clara, 2018.
J. Li, Wu, Z., Zhu, B., and Xu, K., “Making Sense of Organization Dynamics Using Text Analysis.â€, Expert Systems with Applications, 2018.
T. Kaskela and Song, J., “Social Media Response Based Upon Media Richnessâ€, in America's Conference on Information System, New Orleans, LA, 2018.
T. Kaskela and Song, J., “Social Media Responses Based Upon Frames and Symbol Setsâ€, in 17th Annual Pre-ICIS Workshop on HCI Research in MIS, San Francisco, CA, 2018.
P. Baldivieso, Veerman, J. J. P., and Hammond, D. K., “Spectra of certain large tridiagonal matricesâ€, Linear Algebra and Its Applications, vol. 548, no. 1, pp. 123-147, 2018.
P. - H. Hsieh, Chang, X., and Olstad, A., “Using a Q Matrix to Assess Students' Latent Skills in an Online Courseâ€, 2018.
2017
J. Wang, Yan, X., and Zhu, B., “BEHAVIOR THEORY ENABLED GENDER CLASSIFICATION METHODâ€, in the Fifteeth workshop on e-Business (WeB 2016) in Dublin, 2017.
S. Fan, Li, X., and J. Zhao, L., “Collaboration Process Pattern Approach to Improving Teamwork Performance: A Data Mining-Based Methodologyâ€, INFORMS Journal on Computing, vol. 29, no. 3, pp. 438-456, 2017.
K. Zun, Zhu, B., and Zuo, M., “The Different Behaviors between Product Searchers and Website Searchersâ€, presented at the 2017, 2017.
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 Imagingâ€, in International Conference on Information Systems, Seoul, 2017.
Z. Liu, Fan, S., Wang, H., and J. Zhao, L., “Enabling effective workflow model reuse: A data-centric approachâ€, Decision Support Systems, vol. 93, pp. 11-25, 2017.
S. Fan, Xiao, J. I., Xie, K., and J. Zhao, L., “Introduction to the special issue of ECR on E-business innovation with big dataâ€, Electronic Commerce Research, 2017.
D. Wang, Tu, J., Chang, X., and Li, S., “The Lead-Lag Relationship between the Spot and Futures Markets in Chinaâ€, Quantitative Finance, vol. 17, no. 9, pp. 1447–1456, 2017.
2016
C. Wang, Zhu, B., and Zuo, M., “Differences between Younger and Senior Information Providers in Senior Online Communitiesâ€, in the Fifteeth workshop on e-Business (WeB 2016) in Dublin, 2016.
P. - H. Hsieh, Chang, X., and Olstad, A., “Early Detection of Placement for Success in an Online Quantitative Classâ€, Joint Statistical Meetings. Chicago, IL, 2016.
C. Wang, Zhu, B., and Zuo, M., “Helping Senior Participants Acquire the Right Type of Social Support in Online Communitiesâ€, in The 10th China Summer Workshop on Information Management (CSWIM 2016), 2016.
L. J. Zhao, Fan, S., and Yan, J., “Overview of business innovations and research opportunities in blockchain and introduction to the special issueâ€, Financial Innovation, vol. 2, 2016.
S. Fan, Hua, Z., Storey, V., and Zhao, J. L., “A Process Ontology Based Approach to Easing Semantic Ambiguity in Business Process Modelingâ€, Data and Knowledge Engineering, vol. 102, 2016.
2015
S. Fan, Lau, R., and Zhao, J. L., “Demystifying big data analytics through the lens of marketing mixâ€, Big Data Research, vol. 2, no. 1, pp. 28-32, 2015.
L. Kang, Fan, S., and J. Zhao, L., “The Design of IdeaWorks: Applying Social Learning Networks to Support Tertiary Educationâ€, 2015 International Conference on HCI in Business. 2015.

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