Logics for New-Generation AI. First International Workshop, 18-20 June 2021, Hangzhou

ISBN 10: 1848903731 / ISBN 13: 9781848903739

Published by College Publications, 2021

About this Item

Seller Inventory # I-9781848903739

Bibliographic Details

• 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: Soft cover
• Condition: New

About this title

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.