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Assumption-based Argumentation (ABA) is a well-known structured argumentation formalism, whereby arguments and attacks between them are drawn from rules, defeasible assumptions and their contraries. A common restriction imposed on ABA…

人工智能 · 计算机科学 2024-01-09 Markus Ulbricht , Nico Potyka , Anna Rapberger , Francesca Toni

Assumption-based Argumentation (ABA) is advocated as a unifying formalism for various forms of non-monotonic reasoning, including logic programming. It allows capturing defeasible knowledge, subject to argumentative debate. While, in much…

人工智能 · 计算机科学 2024-11-11 Emanuele De Angelis , Maurizio Proietti , Francesca Toni

In this work, we broaden the investigation of admissibility notions in the context of assumption-based argumentation (ABA). More specifically, we study two prominent alternatives to the standard notion of admissibility from abstract…

人工智能 · 计算机科学 2025-08-18 Matti Berthold , Lydia Blümel , Anna Rapberger

We propose a novel approach to logic-based learning which generates assumption-based argumentation (ABA) frameworks from positive and negative examples, using a given background knowledge. These ABA frameworks can be mapped onto logic…

人工智能 · 计算机科学 2023-05-26 Maurizio Proietti , Francesca Toni

This paper develops a new approach to computational argumentation that is informed by philosophical and linguistic views. Namely, it takes into account two ideas that have received little attention in the literature on computational…

人工智能 · 计算机科学 2026-02-04 Michael A. Müller , Srdjan Vesic , Bruno Yun

Most existing computational tools for assumption-based argumentation (ABA) focus on so-called flat frameworks, disregarding the more general case. In this paper, we study an instantiation-based approach for reasoning in possibly non-flat…

人工智能 · 计算机科学 2024-05-27 Tuomo Lehtonen , Anna Rapberger , Francesca Toni , Markus Ulbricht , Johannes P. Wallner

Abstract Dialectical Frameworks (ADFs) are argumentation frameworks where each node is associated with an acceptance condition. This allows us to model different types of dependencies as supports and attacks. Previous studies provided a…

人工智能 · 计算机科学 2019-07-24 João Alcântara , Samy Sá , Juan Acosta-Guadarrama

In logic programming, negation can be interpreted in various ways. Probably best known is the concept of "negation as failure", where "$\mathit{not}\, p$" is true if we have no evidence for $p$. On the other hand, strong negation requires…

计算机科学中的逻辑 · 计算机科学 2026-05-25 Pascal Kettmann , Hannes Strass , Jesse Heyninck , Jeroen Spaans

In computational argumentation, gradual semantics are fine-grained alternatives to extension-based and labelling-based semantics . They ascribe a dialectical strength to (components of) arguments sanctioning their degree of acceptability.…

人工智能 · 计算机科学 2025-08-04 Anna Rapberger , Fabrizio Russo , Antonio Rago , Francesca Toni

Assumption-based Argumentation (ABA) is a well-established form of structured argumentation. ABA frameworks with an underlying atomic language are widely studied, but their applicability is limited by a representational restriction to…

A framework with sets of attacking arguments (SETAF) is an extension of the well-known Dung's Abstract Argumentation Frameworks (AAFs) that allows joint attacks on arguments. In this paper, we provide a translation from Normal Logic…

人工智能 · 计算机科学 2024-07-09 João Alcântara , Renan Cordeiro , Samy Sá

Answer Set Programming (ASP) is a well-established formalism for nonmonotonic reasoning. An ASP program can have no answer set due to cyclic default negation. In this case, it is not possible to draw any conclusion, even if this is not…

计算机科学中的逻辑 · 计算机科学 2017-07-24 Giovanni Amendola , Carmine Dodaro , Wolfgang Faber , Nicola Leone , Francesco Ricca

In this paper we study the uses and the semantics of non-monotonic negation in probabilistic deductive data bases. Based on the stable semantics for classical logic programming, we introduce the notion of stable formula, functions. We show…

人工智能 · 计算机科学 2013-03-26 Raymond T. Ng , V. S. Subrahmanian

Answer Set Programming (ASP) is a declarative problem solving paradigm that can be used to encode a combinatorial problem as a logic program whose stable models correspond to the solutions of the considered problem. ASP has been widely…

计算机科学中的逻辑 · 计算机科学 2024-07-15 Van-Giang Trinh , Belaid Benhamou

An answer set is a plain set of literals which has no further structure that would explain why certain literals are part of it and why others are not. We show how argumentation theory can help to explain why a literal is or is not contained…

人工智能 · 计算机科学 2020-02-19 Claudia Schulz , Francesca Toni

In the last years, abstract argumentation has met with great success in AI, since it has served to capture several non-monotonic logics for AI. Relations between argumentation framework (AF) semantics and logic programming ones are…

人工智能 · 计算机科学 2020-02-19 Giovanni Amendola , Francesco Ricca

This paper analyses the declarative readings of logic programming. Logic programming - and negation as failure - has no unique declarative reading. One common view is that logic programming is a logic for default reasoning, a sub-formalism…

计算机科学中的逻辑 · 计算机科学 2007-05-23 Marc Denecker

Assumption-Based Argumentation (ABA) is a well-established formalism for modelling and reasoning over debates, with a wide range of applications. However, the high computational complexity of core reasoning tasks in ABA poses a significant…

人工智能 · 计算机科学 2026-05-01 Giovanni Buraglio , Wolfgang Dvorak , Stefan Woltran

We introduce negation under the stable model semantics in DatalogMTL - a temporal extension of Datalog with metric temporal operators. As a result, we obtain a rule language which combines the power of answer set programming with the…

计算机科学中的逻辑 · 计算机科学 2023-06-14 Przemysław A. Wałęga , David J. Tena Cucala , Bernardo Cuenca Grau , Egor V. Kostylev

Assumption-based argumentation (ABA) is a central structured argumentation formalism. As shown recently, answer set programming (ASP) enables efficiently solving NP-hard reasoning tasks of ABA in practice, in particular in the commonly…

人工智能 · 计算机科学 2021-08-10 Tuomo Lehtonen , Johannes P. Wallner , Matti Järvisalo
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