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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, 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, 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, 2020.
S. Fan and Ilk, N., A text analytics framework for automated communication pattern analysis, Information & Management, vol. 57, no. 4, 2020.
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.
2015
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.
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.
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.
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.
Z. Lin, Whinston, A. B., and Fan, S., Harnessing Internet finance with innovative cyber credit management, Financial Innovation, vol. 1, no. 1, 2015.
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.
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.
J. Li, Wu, Z., and Zhu, B., Mining Hidden Organizational Structures from Meeting Records, INFORMS 2015. Philadelphia, 2015.
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.
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.

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