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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 Imaging”, 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 approach”, 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 data”, Electronic Commerce Research, 2017.
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.
2018
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.
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.
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.
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.
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.
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.
J. Li, Wu, Z., Zhu, B., and Xu, K., “Making Sense of Organization Dynamics Using Text Analysis.”, Expert Systems with Applications, 2018.
T. Kaskela and Song, J., “Social Media Response Based Upon Media Richness”, in America's Conference on Information System, New Orleans, LA, 2018.
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.
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.
P. - H. Hsieh, Chang, X., and Olstad, A., “Using a Q Matrix to Assess Students' Latent Skills in an Online Course”, 2018.
2019
X. Chang and Li, J., “Business Performance Prediction in Location-based Social Commerce”, 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 Ethereum”, no. 1. pp. 16-22, 2019.
J. Chen, Shen, J., and Fan, S., “Knowledge Networks, Collaboration Networks, and Innovation: A Replication and Extension”, Academy of Management Annual Meeting. Boston, 2019.
X. Chang, “Location-based Data on Social Commerce Platforms can Provide Insights for Business Decisions”. Corvallis, OR, 2019.
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.
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.
2020
N. Ilk and Fan, S., “Combining Textual Cues with Social Clues: Utilizing Social Features to Improve Sentiment Analysis in Social Media”, Decision Sciences, 2020.
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.
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.
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.
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.
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.
S. Fan and Ilk, N., “A text analytics framework for automated communication pattern analysis”, Information & Management, vol. 57, no. 4, 2020.
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.”, Journal of Management, 2021.
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.
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.
G. Shankaranarayanan and Zhu, B., “Enhancing decision-making with data quality metadata”, Journal of Systems and Information Technology, vol. 23, no. 2, 2021.
X. Chang, “Improving Student Engagement and Connection in Online Learning through Proactive Support”, 2021.
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.
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.
2022
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.
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.
X. Chang, “Improving Student Engagement and Connection in Online Learning: Part II, Methodologies and Practices”, 2022.
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.
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.

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