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Bringing existential variables in answer set programming and bringing non-monotony in existential rules: two sides of the same coin
- Source :
- Annals of Mathematics and Artificial Intelligence, Annals of Mathematics and Artificial Intelligence, Springer Verlag, 2018, 82 (1-3), pp.3-41. ⟨10.1007/s10472-017-9563-9⟩, Annals of Mathematics and Artificial Intelligence, 2018, 82 (1-3), pp.3-41. ⟨10.1007/s10472-017-9563-9⟩
- Publication Year :
- 2018
- Publisher :
- HAL CCSD, 2018.
-
Abstract
- International audience; This article deals with the combination of ontologies and rules by means of existential rules and answer set programming. Existential rules have been proposed for representing ontological knowledge, specifically in the context of Ontology- Based Data Access. Furthermore Answer Set Programming (ASP) is an appropriate formalism to represent various problems issued from Artificial Intelligence and arising when available information is incomplete. The combination of the two formalisms requires to extend existential rules with nonmonotonic negation and to extend ASP with existential variables. In this article, we present the syntax and semantics of Existential Non Monotonic Rules (ENM-rules) using skolemization which join together the two frameworks. We formalize its links with standard ASP. Moreover, since entailment with existential rules is undecidable, we present conditions that ensure the termination of a breadth-first forward chaining algorithm known as the chase and we discuss extension of these results in the nonmonotonic case.
- Subjects :
- Theoretical computer science
Chase
Existential quantification
0102 computer and information sciences
02 engineering and technology
Decidability
Skolem normal form
01 natural sciences
Logical consequence
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]
Answer set programming
Negation
Artificial Intelligence
0202 electrical engineering, electronic engineering, information engineering
Ontologies
Existential rules
Mathematics
Discrete mathematics
Applied Mathematics
16. Peace & justice
Undecidable problem
TheoryofComputation_MATHEMATICALLOGICANDFORMALLANGUAGES
010201 computation theory & mathematics
020201 artificial intelligence & image processing
Subjects
Details
- Language :
- English
- ISSN :
- 10122443 and 15737470
- Database :
- OpenAIRE
- Journal :
- Annals of Mathematics and Artificial Intelligence, Annals of Mathematics and Artificial Intelligence, Springer Verlag, 2018, 82 (1-3), pp.3-41. ⟨10.1007/s10472-017-9563-9⟩, Annals of Mathematics and Artificial Intelligence, 2018, 82 (1-3), pp.3-41. ⟨10.1007/s10472-017-9563-9⟩
- Accession number :
- edsair.doi.dedup.....eb33c284f00d6aa4da5a9ac448ef8f6a
- Full Text :
- https://doi.org/10.1007/s10472-017-9563-9⟩