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A Hypergraph Approach for Logic-based Abduction

Authors:
Qiancheng Ouyang
Tianjiao Dai
Yue Ma

Keywords: Abduction; Hypergraph; Description Logic

Abstract:
Abduction reasoning, which finds possible hypotheses from existing observations, has been studied in many different areas. We consider an abduction problem that takes into account a user's interest. We propose a new approach to solving such an abduction problem based on a hypergraph representation of an ontology and obtain a linear algorithm for a description logic.

Pages: 24 to 26

Copyright: Copyright (c) IARIA, 2023

Publication date: March 13, 2023

Published in: conference

ISSN: 2308-4332

ISBN: 978-1-68558-056-8

Location: Barcelona, Spain

Dates: from March 13, 2023 to March 17, 2023