English

On the links between argumentation-based reasoning and nonmonotonic reasoning

Artificial Intelligence 2017-01-16 v1

Abstract

In this paper we investigate the links between instantiated argumentation systems and the axioms for non-monotonic reasoning described in [9] with the aim of characterising the nature of argument based reasoning. In doing so, we consider two possible interpretations of the consequence relation, and describe which axioms are met by ASPIC+ under each of these interpretations. We then consider the links between these axioms and the rationality postulates. Our results indicate that argument based reasoning as characterised by ASPIC+ is - according to the axioms of [9] - non-cumulative and non-monotonic, and therefore weaker than the weakest non-monotonic reasoning systems they considered possible. This weakness underpins ASPIC+'s success in modelling other reasoning systems, and we conclude by considering the relationship between ASPIC+ and other weak logical systems.

Keywords

Cite

@article{arxiv.1701.03714,
  title  = {On the links between argumentation-based reasoning and nonmonotonic reasoning},
  author = {Zimi Li and Nir Oren and Simon Parsons},
  journal= {arXiv preprint arXiv:1701.03714},
  year   = {2017}
}
R2 v1 2026-06-22T17:49:41.594Z