Research Interests:
- Business Analytics and Intelligence, Text and Multimodal Data Mining, Human-Centered AI
Publications:
Book Chapters:
- Yang Bao, Gilles Hilary and Bin Ke. Artificial Intelligence and Fraud Detection. In: Babich V., Birge J.R., Hilary G. (eds) Innovative Technology at the Interface of Finance and Operations, Springer Series in Supply Chain Management, vol 11. Springer, Cham.
Grants:
- PI, Research on Corporate Disclosures using Multimodal Deep Learning with Human in the Loop, NSFC, 460,000CNY.
- PI, Text Analysis of Corporate Disclosures using Machine Learning: Methods and Applications, NSFC, 180,000CNY.
- PI, Detecting Accounting Frauds using Machine Learning, Shanghai Pujiang Program, 100,000CNY.
Academic Services:
- Reviewer for Grants: National Natural Science Foundation of China
- Reviewer for Journals: Management Science, Management Information Systems Quarterly, Information Systems Research, Journal on Computing, Production and Operations Management, ACM Transactions on Knowledge Discovery from Data, Chinese Journal of Computers, Electronic Commerce Research and Applications, Empirical Studies of the Arts, European Journal of Marketing, IEEE Transactions on Engineering Management, IEEE Transactions on Knowledge and Data Engineering, IEEE Transactions on Multimedia, Information and Management, Information Processing and Management, Information Technology and Management, International Journal of Forecasting, Journal of Business Ethics, Journal of Electronic Commerce Research, Journal of Electronic Business and Digital Economics, Journal of Management Science and Engineering, Journal of Systems and Management, Journal of Systems and Software, Journal of the American Society for Information Science and Technology, Research Policy, The Financial Review
- Track Co-Chair for: Pacific Asia Conference on Information Systems (2018, 2024)
- Associate Editor for: International Conference on Information Systems, Pacific Asia Conference on Information Systems
- Program Committee for: AAAI Conference on Artificial Intelligence, China Summer Workshop on Information Management, International Conference on Progress in Informatics and Computing, Workshop on Information Technologies and Systems
- Reviewer for Conferences: Americas Conference on Information Systems, International Conference on Information Systems, International Joint Conference on Artificial Intelligence, International Joint Conference on Natural Language Processing, International World Wide Web Conference, Pacific Asia Conference on Information Systems, Workshop on Information Technologies and Systems
Media Mentions: