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Semantic-based arguments using logic programming rewriting systems
Umeå universitet, Teknisk-naturvetenskapliga fakulteten, Institutionen för datavetenskap. (Formal Methods for Trustworthy Hybrid Intelligence)ORCID-id: 0000-0002-6035-800x
Umeå universitet, Teknisk-naturvetenskapliga fakulteten, Institutionen för datavetenskap. (Formal Methods for Trustworthy Hybrid Intelligence)ORCID-id: 0000-0003-4072-8795
2024 (Engelska)Ingår i: Logic Programming and Nonmonotonic Reasoning: 17th International Conference, LPNMR 2024, Dallas, TX, USA, October 11–14, 2024, Proceedings / [ed] Carmine Dodaro; Gopal Gupta; Maria Vanina Martinez, Springer Science+Business Media B.V., 2024, s. 276-289Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

Traditionally, in the argumentation theory literature structured arguments are constructed from rules interpretations aiming to build well-supported deductive evidence. Dierent from other approaches, we emphasize the role of investigating general frameworks that can also provide a consistent and well-defined justification for a conclusion that cannot be inferred and there is certainty about it, which we call here NAF-arguments, which have been less explored in the formal argumentation theory, despite its potential use in practical applications for building nuanced well-structured explanations and justifications.

This article introduces the so-called semantic argumentation guaranteeing well-known principles for quality in structured argumentation, and with the ability to generate two types of arguments, those where the conclusion atoms are semantically interpreted as true, and those where the conclusion is assumed to be false, we call them here semantic and NAF-arguments respectively. This framework is defined on the set of all logic programs in terms of rewriting systems based on a congruent set of transformation rules, the so-called Confluent Logic Programming Systems, making this approach a general framework. Additionally, we introduce a method for building such arguments using the program's strata through partial interpretations. We implement our framework named semantic argumentation solver available open source.

Ort, förlag, år, upplaga, sidor
Springer Science+Business Media B.V., 2024. s. 276-289
Serie
Lecture Notes in Computer Science, ISSN 0302-9743, E-ISSN 1611-3349 ; 15245
Nyckelord [en]
logic programming, formal argumentation, semantic argumentation, rewriting systems
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URN: urn:nbn:se:umu:diva-228973ISBN: 978-3-031-74208-8 (tryckt)ISBN: 978-3-031-74209-5 (digital)OAI: oai:DiVA.org:umu-228973DiVA, id: diva2:1893716
Konferens
17th International Conference on Logic Programming and Non-monotonic Reasoning, Dallas, USA, 11-14 October, 2024.
Forskningsfinansiär
Wallenberg AI, Autonomous Systems and Software Program (WASP), 570011330Tillgänglig från: 2024-08-30 Skapad: 2024-08-30 Senast uppdaterad: 2024-11-22Bibliografiskt granskad

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Guerrero Rosero, EstebanNieves, Juan Carlos

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