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

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Abstract

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
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