Knowledge graphs as tools for explainable machine learning: A survey

This paper provides an extensive overview of the use of knowledge graphs in the context of Explainable Machine Learning. As of late, explainable AI has become a very active field of research by addressing the limitations of the latest machine learning solutions that often provide highly accurate, bu...

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Bibliographic Details
Published in:	Artificial intelligence Vol. 302; p. 103627
Main Authors:	Tiddi, Ilaria, Schlobach, Stefan
Format:	Journal Article
Language:	English
Published:	Amsterdam Elsevier B.V 01.01.2022 Elsevier Science Ltd
Subjects:	Domains Explainable AI Explainable artificial intelligence Explainable systems Explanations Graphs Hybrid systems Knowledge graphs Knowledge representation Literature reviews Machine learning Neuro-symbolic integration Subsymbolic AI Symbolic AI Symbolic AI Explainable AI Explanations Knowledge graphs Explainable systems Neuro-symbolic integration Subsymbolic AI
ISSN:	0004-3702, 1872-7921
Online Access:	Get full text
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