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Complexity of logic...
Complexity of logic-based argumentation in Schaefer's framework
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- Creignou, Nadia (författare)
- LIF, Aix-Marseille Université, France
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- Schmidt, Johannes (författare)
- LIF, Aix-Marseille Université, France
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(creator_code:org_t)
- IOS Press, 2012
- 2012
- Engelska.
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Ingår i: Computational models of argument. - : IOS Press. - 9781614991106 - 9781614991113 ; , s. 237-248
- Relaterad länk:
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https://urn.kb.se/re...
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visa fler...
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https://doi.org/10.3...
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Abstract
Ämnesord
Stäng
- We consider logic-based argumentation in which an argument is a pair (Φ, α), where the support Φ is a minimal consistent set of formulæof a given knowledge base that entails the formula α. We study the complexity of two different problems: the existence of a support and the verification of the validity of an argument. When arguments are given in the full language of propositional logic these problems are computationally costly tasks, they are respectively ΣP 2- and DP-complete. We study these problems in Schaefer's famous framework. We consider the case where formulæare taken from a class of formulæin generalized conjunctive normal form. This means that the propositional formulæ considered are conjunctions of constraints taken from a fixed finite language Γ. We show that according to the properties of this language Γ, deciding whether there exists a support for a claim in a given knowledge base is either polynomial, NP-complete, coNP-complete or ΣP 2-complete. We also obtain a dichotomous classification, P or DP-complete, for the verification problem.
Ämnesord
- NATURVETENSKAP -- Data- och informationsvetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences (hsv//eng)
Nyckelord
- Complexity of argumentation
- Generalized satisfiability
- Logic-based argumentation
- Schaefer
- Formal logic
- Knowledge based systems
- Conjunctive normal forms
- Finite languages
- Logic-based argumentations
- Propositional logic
- Satisfiability
- Verification problems
- Computational linguistics
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)
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