A Basic Framework for Explanations in Argumentation

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Abstract

We discuss explanations for formal (abstract and structured) argumentation-the question of whether and why a certain argument or claim can be accepted (or not) under various extension-based semantics. We introduce a flexible framework, which can act as the basis for many different types of explanations. For example, we can have simple or comprehensive explanations in terms of arguments for or against a claim, arguments that (indirectly) defend a claim, the evidence (knowledge base) that supports or is incompatible with a claim, and so on. We show how different types of explanations can be captured in our basic framework, discuss a real-life application and formally compare our framework to existing work.

Original languageEnglish
Article number9329042
Pages (from-to)25-35
Number of pages11
JournalIEEE Intelligent Systems
Volume36
Issue number2
Early online date20 Jan 2021
DOIs
Publication statusPublished - Mar 2021

Keywords

  • Artificial intelligence
  • knowledge representation formalisms and methods
  • nonmonotonic reasoning and belief revision

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