Publications

Our Faculty members are frequent contributors to world-renowned journals and serve on editorial boards of top IS, OM and Statistics academic journals.

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Information Systems

FinBERT: A large language model for extracting information from financial text

Huang, A.H., Wang, H. and Yang, Y.
Contemporary Accounting Research, 40(2), pp.806-841
Information Systems

Unlocking the Power of Voice for Financial Risk Prediction: A Theory-Driven Deep Learning Design Approach.

Yang, Yi; Qin, Yu; Fan, Yangyang; Zhang, Zhongju
MIS Quarterly, 47(1), pp.63-96.
Information Systems

Nudging Private Ryan: Mobile Micro-Giving under Economic Incentives and Audience Effect

Lee, Dongwon; Gopal; Anandashivam ; Lee, Dokyun; Shin, Dongwook
MIS Quarterly, 47, 3, 2023, 1101-1146
Information Systems

sDTM: A Supervised Bayesian Deep Topic Model for Text Analytics

Yang, Yi; Zhang, Kunpeng; Fan, Yangyang
Information Systems Research, 34(1), pp.137-156.
Information Systems

Crowdfunding From Friends: Tie Strength and Embeddedness

Kim, Yongsuk; Koh, Tat Koon
Decision Support Systems, 168, 113931, 2023
Information Systems

Coordination in Multibrand, Multimedia Advertising: Is It Always a Good Thing?

Wangsheng Zhu, Subodha Kumar, and Vijay Mookerjee
Information Systems Research, 2023, 35(3):1011-1033.
Information Systems

A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation

Carlos Fernández-Loría; Foster Provost; Jesse Anderton; Benjamin Carterette; Praveen Chandar
Information Systems Research 34(2): 786–803 (June 2023).
Information Systems

Evolution of Referrals Over Customers’ Life Cycle: Evidence from a Ride-Sharing Platform

Carlos Fernández-Loría; Maxime C. Cohen; Anindya Ghose
Information Systems Research 34(2): 698–720 (June 2023). 
Information Systems

Causal Classification: Treatment Effect Estimation vs. Outcome Prediction

Carlos Fernández-Loría; Foster Provost
Journal of Machine Learning Research 23(59): 1–35 (2022).
Information Systems

A Randomised Field Experiment to Expore the Impact of Herding Cues as Catalysts for Adoption

Feng, Yue (Katherine); Claggett, Jennifer L.; Karahanna, Elena; Tam, Kar Yan
Mis Quarterly, v. 46, (2), 2022, p. 1135-1164