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 language | English |
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Article number | 9329042 |
Pages (from-to) | 25-35 |
Number of pages | 11 |
Journal | IEEE Intelligent Systems |
Volume | 36 |
Issue number | 2 |
Early online date | 20 Jan 2021 |
DOIs | |
Publication status | Published - Mar 2021 |
Keywords
- Artificial intelligence
- knowledge representation formalisms and methods
- nonmonotonic reasoning and belief revision