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2017
S. Bina, Graue, W., Jones, D., Kaskela, T., and Walden, E., 鈥�Discovery of the Optimal Visualization for Representing Three Dimensions of Data Using Functional Magnetic Resonance Imaging鈥�, in International Conference on Information Systems, Seoul, 2017.
Z. Liu, Fan, S., Wang, H., and J. Zhao, L., 鈥�Enabling effective workflow model reuse: A data-centric approach鈥�, Decision Support Systems, vol. 93, pp. 11-25, 2017.
S. Fan, Xiao, J. I., Xie, K., and J. Zhao, L., 鈥�Introduction to the special issue of ECR on E-business innovation with big data鈥�, Electronic Commerce Research, 2017.
D. Wang, Tu, J., Chang, X., and Li, S., 鈥�The Lead-Lag Relationship between the Spot and Futures Markets in China鈥�, Quantitative Finance, vol. 17, no. 9, pp. 1447鈥�1456, 2017.
2018
L. J. Zhao, Fan, S., and Zheng, E., 鈥�Blockchain-Enabled Trust: The Case of Inter-Firm Dataflow鈥�, Americas Conference on Information Systems (AMCIS). New Orleans, 2018.
J. Wu, Fan, S., and J. Zhao, L., 鈥�Community Engagement and Online Word of Mouth: An Empirical Investigation鈥�, Information & Management, vol. 55, no. 2, pp. 258-270, 2018.
J. Chen, Shao, R., and Fan, S., 鈥�Development of Context-based Indices for Measuring Dynamic and Dualistic Nature of Innovation鈥�, Academy of Management Annual Conference. Chicago, IL, 2018.
K. Zhang, Fan, S., and Wang, H., 鈥�An Efficient Recommender System Using Locality Sensitive Hashing鈥�, Proceedings of the 51st Hawaii International Conference on System Sciences. Hawaii, 2018.
Y. Sun, Chang, X., and Guan, Y., 鈥�Flexible and Efficient Estimating Equations for Variogram Estimation鈥�, Computational Statistics and Data Analysis, vol. 122, pp. 45-58, 2018.
N. Ilk, Fan, S., and Shang, G., 鈥�Investigating the Fee-Delay Relationship in Cryptocurrency Transactions: Evidence from the Bitcoin Network鈥�, Workshop on Information Technologies and Systems. Santa Clara, 2018.
J. Li, Wu, Z., Zhu, B., and Xu, K., 鈥�Making Sense of Organization Dynamics Using Text Analysis.鈥�, Expert Systems with Applications, 2018.
T. Kaskela and Song, J., 鈥�Social Media Response Based Upon Media Richness鈥�, in America's Conference on Information System, New Orleans, LA, 2018.
T. Kaskela and Song, J., 鈥�Social Media Responses Based Upon Frames and Symbol Sets鈥�, 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., 鈥�Spectra of certain large tridiagonal matrices鈥�, Linear Algebra and Its Applications, vol. 548, no. 1, pp. 123-147, 2018.
P. - H. Hsieh, Chang, X., and Olstad, A., 鈥�Using a Q Matrix to Assess Students' Latent Skills in an Online Course鈥�, 2018.
2019
X. Chang and Li, J., 鈥�Business Performance Prediction in Location-based Social Commerce鈥�, Expert Systems with Applications, vol. 126, pp. 112-123, 2019.
D. Pan, J. Zhao, L., and Fan, S., 鈥�Impacts of Consensus Algorithms in Cryptocurrency: A Theoretical Analysis of PoW versus PoS in Ethereum鈥�, no. 1. pp. 16-22, 2019.
J. Chen, Shen, J., and Fan, S., 鈥�Knowledge Networks, Collaboration Networks, and Innovation: A Replication and Extension鈥�, Academy of Management Annual Meeting. Boston, 2019.
X. Chang, 鈥�Location-based Data on Social Commerce Platforms can Provide Insights for Business Decisions鈥�. Corvallis, OR, 2019.
N. Ilk and Fan, S., 鈥�A Process Mining Framework for Communication Pattern Analysis in Online Contact Centers鈥�, Winter Conference On Business Analytics. Salt lake city, 2019.
N. Ilk, Shang, G., and Fan, S., 鈥�A Supply and Demand Model for Bitcoin鈥檚 Data Space Marketplace鈥�, Workshop on Information Technologies and Systems. Munich, 2019.
2020
N. Ilk and Fan, S., 鈥�Combining Textual Cues with Social Clues: Utilizing Social Features to Improve Sentiment Analysis in Social Media鈥�, Decision Sciences, 2020.
J. Chen, Shao, R., Fan, S., and Li, J., 鈥�Impact of Team Size on Technological Contributions: Unpacking Disruption and Development鈥�, AOM Annual Meeting. Vancouver CA, 2020.
J. Li and Chang, X., 鈥�Improving Mobile Health Apps Usage: A Quantitative Study on mPower Data of Parkinson's Disease鈥�, Information Technology and People, vol. 34, no. 1, pp. 399鈥�420, 2020.
D. Liang, Zhang, H., Chang, X., and Huang, H., 鈥�Modeling and Regionalization of China's PM2.5 Using Spatial-Functional Mixture Models鈥�, Journal of the American Statistical Association, vol. 116, no. 553, pp. 116鈥�132, 2020.
M. Elman, Minnier, J., Chang, X., and Choi, D., 鈥�Noise Accumulation in High Dimensional Classification and Total Signal Index鈥�, Journal of Machine Learning Research, vol. 21, no. 36, pp. 1-23, 2020.
D. Wang, Xin, Y., Chang, X., and Su, X., 鈥�Realized Volatility Forecasting and Volatility Spillovers: Evidence from Chinese Non-Ferrous Metals Futures鈥�, International Journal of Finance and Economics, vol. 26, no. 2, pp. 2713鈥�2731, 2020.
S. Fan and Ilk, N., 鈥�A text analytics framework for automated communication pattern analysis鈥�, Information & Management, vol. 57, no. 4, 2020.
2021
J. Hardy, Tey, K. S., Wilson, C., Martell, R., Olstad, A., and Uhlmann, E. Luis, 鈥�Bias in context: Small biases in hiring evaluations have big consequences.鈥�, Journal of Management, 2021.
J. Chen, Shao, R., and Fan, S., 鈥�Destabilization and Consolidation: Conceptualizing, Measuring, and Validating the Dual Characteristics of Technology鈥�, Research Policy, vol. 50, no. 1, pp. 104-115, 2021.
D. Pan, J. Zhao, L., Fan, S., and Zhang, Z., 鈥�Dividend or No Dividend in Delegated Blockchain Governance: A Game Theoretic Analysis鈥�, Journal of Systems Science and Systems Engineering, pp. 1-19, 2021.
G. Shankaranarayanan and Zhu, B., 鈥�Enhancing decision-making with data quality metadata鈥�, Journal of Systems and Information Technology, vol. 23, no. 2, 2021.
X. Chang, 鈥�Improving Student Engagement and Connection in Online Learning through Proactive Support鈥�, 2021.
P. Baldivieso and Veerman, J., 鈥�Stability conditions of coupled autonomous vehicles formations鈥�, 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., 鈥�Stability of Transaction Fees in Bitcoin: A Supply and Demand Perspective鈥�, MIS Quarterly, vol. 45, no. 2, pp. 563-692, 2021.
2022
J. Li and Chang, X., 鈥�Combating False Information by Sharing the Truth: A Study on the Spread of Fact-checks on Social Media鈥�, Information Systems Frontiers, 2022.
J. Li and Chang, X., 鈥�Combating Misinformation by Sharing the Truth: a Study on the Spread of Fact-Checks on Social Media鈥�, Information Systems Frontiers, 2022.
X. Chang, 鈥�Improving Student Engagement and Connection in Online Learning: Part II, Methodologies and Practices鈥�, 2022.
G. Shang, Ilk, N., and Fan, S., 鈥�Need for Speed, but How Much Does It Cost? Unpacking the Fee-Speed Relationship in Cryptocurrency Transactions鈥�, Journal of Operations Management, 2022.
T. Kaskela, Zhu, B., and Sayali, D., 鈥�Pixel Importance: The Impact of Saturation and Brightness on the Spread of Information on Social Media鈥�, in Springer Cham, 2022, no. 1, p. 105.

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