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Argumentation for Machine Learning: A Survey
Oana Cocarascu, Francesca Toni
219 - 230
10.3233/978-1-61499-686-6-219
Frontiers in Artificial Intelligence and Applications
Volume 287: Computational Models of Argument
Abstract

Existing approaches using argumentation to aid or improve machine learning differ in the type of machine learning technique they consider, in their use of argumentation and in their choice of argumentation framework and semantics. This paper presents a survey of this relatively young field highlighting, in particular, its achievements to date, the applications it has been used for as well as the benefits brought about by the use of argumentation, with an eye towards its future.

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