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Dr Jing Tang

Associate Professor

Department: Newcastle Business School

Dr. Jing Tang's teaching portfolio includes undergraduate and graduate level courses/modules related to Business Analytics, Machine Learning, Data Management and Visualization, and Decision Making. Her research interests lie in Business Analytics, Artificial Intelligence, Data Analytics, Decision Making, Optimization and Heuristic Algorithms, Social Networks Analysis and Recommender Systems.

Research Themes and Scholarly Interests

Business Analytics, Artificial Intelligence, Data Analytics, Decision Making, Optimization and Heuristic Algorithms, Social Networks Analysis and Recommender Systems.

Key Publications

A Novel Approach for Capturing Consumer Behavior and Preference - MulVAEK, Li, Y., Tang, J., Gönül, M., Barbe, D. 1 May 2025, In: IEEE Computational Intelligence Magazine
Automate Legibility through Inverse Reinforcement Learning, Zeng, B., Pan, Y., Tang, J., Zeng, Y. 21 May 2025, In: ACM Transactions on Autonomous and Adaptive Systems
Empowering machine learning for robust cyber-attack prevention in online retail: an integrative analysis, Razzaq, K., Shah, M., Fattahi, M., Tang, J. 29 May 2025, In: Humanities and Social Sciences Communications
An Evolutionary Framework for Modelling Unknown Behaviours of Other Agents, Pan, Y., Ma, B., Zeng, Y., Tang, J., Zeng, B., Ming, Z. 1 Aug 2023, In: IEEE Transactions on Emerging Topics in Computational Intelligence
Intention recognition for multiple agents, Zhang, Z., Zeng, Y., Jiang, W., Pan, Y., Tang, J. 1 May 2023, In: Information Sciences
Symmetric Bayesian Personalized Ranking With Softmax Weight, Pan, Y., Ran, Q., Zeng, Y., Ma, B., Tang, J., Cao, L. 1 Jul 2023, In: IEEE Transactions on Systems, Man, and Cybernetics: Systems
Behavioral model summarisation for other agents under uncertainty, Pan, Y., Ma, B., Tang, J., Zeng, Y. 1 Jan 2022, In: Information Sciences
Diversifying agent's behaviors in interactive decision models, Pan, Y., Zhang, H., Zeng, Y., Ma, B., Tang, J., Ming, Z. 1 Dec 2022, In: International Journal of Intelligent Systems
Tensor decomposition for multi-agent predictive state representation, Ma, B., Chen, B., Zeng, Y., Tang, J., Cao, L. 1 Mar 2022, In: Expert Systems with Applications
Evolutionary Multiagent Transfer Learning With Model-Based Opponent Behavior Prediction, Hou, Y., Ong, Y., Tang, J., Zeng, Y. Oct 2021, In: IEEE Transactions on Systems, Man and Cybernetics: Systems

PGR Supervision

Yijing Li Understanding Online Consumer Behaviour through Implicit Feedback: Intention Recognition and Modelling for Business Strategy Start Date: 01/10/2022

Qualifications

Philosophy PhD

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