Title: Logics for New-Generation AI. First International Workshop, 18-20 June 2021, Hangzhou
Publisher: College Publications
Publication Date: 2021
Language: English
ISBN 10: 1848903731
ISBN 13: 9781848903739
Binding: PAP
Condition: New

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Synopsis

With the development of several new directions of AI, including explainable AI, ethical AI and knowledge-based AI, the corresponding directions of logical research are gaining momentum: causal reasoning, norms and value reasoning, and knowledge graph reasoning. In an open and dynamic environment, the main challenges for modeling such kinds of reasoning are to deal with information that is typically incomplete, uncertain, dynamic and conflicting, and to effectively explain the results and procedures of reasoning to ordinary human beings. Nonmonotonic logics and formal argumentation can be used as fundamental theories to cope with these challenges. The papers in this volume well reflect the state-of-the-art of the research on related topics.

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