TY - JOUR
T1 - Revision, defeasible conditionals and non-monotonic inference for abstract dialectical frameworks
AU - Heyninck, Jesse
AU - Kern-Isberner, Gabriele
AU - Rienstra, Tjitze
AU - Skiba, Kenneth
AU - Thimm, Matthias
N1 - Funding Information:
The research reported here was supported by the Deutsche Forschungsgemeinschaft under grant 423456621 .
Publisher Copyright:
© 2023 The Author(s)
PY - 2023/4
Y1 - 2023/4
N2 - For propositional beliefs, there are well-established connections between belief revision, defeasible conditionals, and nonmonotonic inference. In argumentative contexts, such connections have not yet been investigated. On the one hand, the exact relationship between formal argumentation and nonmonotonic inference relations is a research topic that keeps on eluding researchers despite recently intensified efforts, whereas argumentative revision has been studied in numerous works during recent years. In this paper, we show that relationships between belief revision, defeasible conditionals, and nonmonotonic inference similar to those in propositional logic hold in argumentative contexts as well. We first define revision operators for abstract dialectical frameworks, and use such revision operators to define dynamic conditionals by means of the Ramsey test. We show that such conditionals can be equivalently defined using a total preorder over three-valued interpretations, and study the inferential behaviour of the resulting conditional inference relations.
AB - For propositional beliefs, there are well-established connections between belief revision, defeasible conditionals, and nonmonotonic inference. In argumentative contexts, such connections have not yet been investigated. On the one hand, the exact relationship between formal argumentation and nonmonotonic inference relations is a research topic that keeps on eluding researchers despite recently intensified efforts, whereas argumentative revision has been studied in numerous works during recent years. In this paper, we show that relationships between belief revision, defeasible conditionals, and nonmonotonic inference similar to those in propositional logic hold in argumentative contexts as well. We first define revision operators for abstract dialectical frameworks, and use such revision operators to define dynamic conditionals by means of the Ramsey test. We show that such conditionals can be equivalently defined using a total preorder over three-valued interpretations, and study the inferential behaviour of the resulting conditional inference relations.
KW - Argumentation
KW - Belief revision and update
KW - belief merging information fusion
KW - Nonmonotonic logics
KW - default logics
KW - conditional logics
KW - Abstract dialectical frameworks
U2 - 10.1016/j.artint.2023.103876
DO - 10.1016/j.artint.2023.103876
M3 - Article
SN - 0004-3702
VL - 317
JO - Artificial Intelligence
JF - Artificial Intelligence
M1 - 103876
ER -