The extension-based inference algorithm for pD

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dc.contributor.MCBUauthorÖztürk, Övünç
dc.contributor.MCBUauthorÖzacar Öztürk, Tuğba
dc.contributor.authorÖztürk, Övünç
dc.contributor.authorÖzacar Öztürk, Tuğba
dc.contributor.authorÜnalır, Murat Osman
dc.contributor.departmentFakülteler > Mühendislik Ve Doğa Bilimleri Fakültesi > Bilgisayar Mühendisliği Bölümü
dc.date.accessioned2025-01-13T10:14:04Z
dc.date.available2025-01-13T10:14:04Z
dc.date.issued2012-02
dc.description.abstractIn this work, we present a scalable rule-based reasoning algorithm for the OWL pD* language. This algorithm uses partial materialization and a syntactic ontology transformation (the extension-based knowledge model) to provide a fast inference. Because the materialized part of the ontology does not contain assertional data, the time consumed by the process, and the number of inferred triples, remain fixed with varying amounts of assertional data. The algorithm uses database reasoning and a query rewriting technique to handle the remaining inference. The extension-based knowledge model and the database reasoning prevent the expected decreases in query performances, which are the natural result of online reasoning during query time. This work also evaluates the efficiency of the proposed method by conducting experiments using LUBM and UOBM benchmarks.
dc.description.citationÖztürk, Ö., Özacar Öztürk, T. ve Ünalır, M. O. (2012), The Extension-Based Inference Algorithm For pD, Hollanda: Elsevier.
dc.identifier.DOI-ID10.1016/j.datak.2011.10.003
dc.identifier.ORC-ID0000-0001-7127-7902
dc.identifier.ORC-ID0000-0002-1901-4993
dc.identifier.categoryOfPublishedMaterialMakale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanı
dc.identifier.e-issn0169023X
dc.identifier.indicesScopus (DOI)
dc.identifier.nameOfPublishedMaterialData and Knowledge Engineering
dc.identifier.urihttp://akademikarsiv.cbu.edu.tr:4000/handle/123456789/26746
dc.language.isoen
dc.publisherElsevier
dc.rightsaçık erişim (open access)
dc.subjectOntology
dc.subjectRule-based reasoning
dc.subjectOwl pD*
dc.subjectScalable reasoning
dc.titleThe extension-based inference algorithm for pD
dc.typeMakale
oaire.citation.endPage201
oaire.citation.issue72
oaire.citation.startPage172

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