Exploiting Game Theory for Analysing Justifications

Onderzoeksoutput: Article

11 Downloads (Pure)

Samenvatting

Justification theory is a unifying semantic framework. While it has its roots in non-monotonic logics, it can be applied to various areas in computer science, especially in explainable reasoning; its most central concept is a justification: An explanation why a property holds (or does not hold) in a model. In this paper, we continue the study of justification theory by means of three major contributions. The first is studying the relation between justification theory and game theory. We show that justification frameworks can be seen as a special type of games. The established connection provides the theoretical foundations for our next two contributions. The second contribution is studying under which condition two different dialects of justification theory (graphs as explanations vs trees as explanations) coincide. The third contribution is establishing a precise criterion of when a semantics induced by justification theory yields consistent results. In the past proving that such semantics were consistent took cumbersome and elaborate proofs. We show that these criteria are indeed satisfied for all common semantics of logic programming.

Originele taal-2English
Pagina's (van-tot)880-894
Aantal pagina's15
TijdschriftTheory & Practice of Logic Programming
Volume20
Nummer van het tijdschrift6
DOI's
StatusPublished - sep 2020
EvenementThe 36th International Conference on Logic Programming
- Rende, Italy
Duur: 18 sep 202025 sep 2020
Congresnummer: 36
https://iclp2020.unical.it/

Vingerafdruk Duik in de onderzoeksthema's van 'Exploiting Game Theory for Analysing Justifications'. Samen vormen ze een unieke vingerafdruk.

Citeer dit