Improving Group Decision-Making by Artificial Intelligence
Improving Group Decision-Making by Artificial Intelligence
Lirong Xia
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence
Early Career. Pages 5156-5160.
https://doi.org/10.24963/ijcai.2017/741
We summarize some of our recent work on using AI to improve group decision-making by taking a unified approach from statistics, economics, and computation. We then discuss a few ongoing and future directions.
Keywords:
Agent-based and Multi-agent Systems: Social Choice Theory
Knowledge Representation, Reasoning, and Logic: Preference modelling and preference-based reasoning
Machine Learning: Learning Preferences or Rankings
Uncertainty in AI: Decision/Utility Theory