Handling disagreement in ontologies-based reasoning via argumentation

Abstract : Ontologies are at the heart of the Semantic Web technologies. This paper introduces a framework for reasoning under uncertainty in the context of ontologies represented in description logics; these ontologies could be inconsis- tent or incoherent. Conflicts are addressed through a form of logic-based argu- mentation. We examine how the number of attacks and the weights of arguments can be used to define various labelling functions that identify the justification statuses of arguments. Then, different inference relations are distinguished to obtain meaningful answers to queries from imperfect ontologies without extra computational costs compared to classical DL reasoning. Lastly, we study the properties of these new entailment relations and their relationships with other well-known existing ones.
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https://hal.archives-ouvertes.fr/hal-02354031
Contributor : Médiathèque Télécom Sudparis & Institut Mines-Télécom Business School <>
Submitted on : Thursday, November 7, 2019 - 3:37:53 PM
Last modification on : Saturday, November 9, 2019 - 1:55:03 AM

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  • HAL Id : hal-02354031, version 1

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Saïd Jabbour, Yue Ma, Badran Raddaoui. Handling disagreement in ontologies-based reasoning via argumentation. WISE 2019: 20th International Conference on Web Information Systems Engineering, Nov 2019, Hong-Kong, China. ⟨hal-02354031⟩

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