Admissibility in Probabilistic Argumentation
نویسندگان
چکیده
Abstract argumentation is a prominent reasoning framework. It comes with variety of semantics and has lately been enhanced by probabilities to enable quantitative treatment argumentation. While admissibility fundamental notion for classical in abstract frameworks, it barely reflected so far the probabilistic setting. In this paper, we address based on notions admissibility. Our approach follows natural idea defining systematically imposing constraints joint probability distribution sets arguments, rather than single arguments. As result, there might be either uniquely defined satisfying constraints, but also none, many, or even an infinite number distributions are possible. We provide corresponding complete stable show how labeling schemes bridge from back argument labelings. relation existing work argumentation, present taxonomy semantic notions. Enabled constraint-based approach, standard problems can tackled SMT solvers, as demonstrate proof-of-concept implementation.
منابع مشابه
Probabilistic Strategies in Dialogical Argumentation
In dialogical argumentation, a participant is often unsure what moves the other participant(s) might make. If the dialogue is proceeding according to some accepted protocol, then a participant might be able to determine what are the possible moves that the other might make, but the participant might be unsure as to which move will be chosen by the other agent. In this paper, propositional execu...
متن کاملProbabilistic Argumentation Frameworks
In this paper, we extend Dung’s seminal argument framework to form a probabilistic argument framework by associating probabilities with arguments and defeats. We then compute the likelihood of some set of arguments appearing within an arbitrary argument framework induced from this probabilistic framework. We show that the complexity of computing this likelihood precisely is exponential in the n...
متن کاملBelief in Attacks in Epistemic Probabilistic Argumentation
The epistemic approach to probabilistic argumentation assigns belief to arguments. This is valuable in dialogical argumentation where one agent can model the beliefs another agent has in the arguments and this can be harnessed to make strategic choices of arguments to present. In this paper, we extend this epistemic approach by also representing the belief in attacks. We investigate properties ...
متن کاملProbabilistic Argumentation. An Equational Approach
There is a generic way to add any new feature to a system. It involves 1) identifying the basic units which build up the system and 2) introducing the new feature to each of these basic units. In the case where the system is argumentation and the feature is probabilistic we have the following. The basic units are: a. the nature of the arguments involved; b. the membership relation in the set S ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Artificial Intelligence Research
سال: 2022
ISSN: ['1076-9757', '1943-5037']
DOI: https://doi.org/10.1613/jair.1.13530