Forgetting concepts in DL-lite

Zhe Wang*, Kewen Wang, Rodney Topor, Jeff Z. Pan

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contribution

38 Citations (Scopus)

Abstract

To support the reuse and combination of ontologies in Semantic Web applications, it is often necessary to obtain smaller ontologies from existing larger ontologies. In particular, applications may require the omission of many terms, e.g., concept names and role names, from an ontology. However, the task of omitting terms from an ontology is challenging because the omission of some terms may affect the relationships between the remaining terms in complex ways. We present the first solution to this problem by adapting the technique of forgetting, previously used in other domains. Specifically, we present a semantic definition of forgetting for description logics in general, which generalizes the standard definition for classical logic. We then introduce algorithms that implement forgetting in both DL-Lite TBoxes and ABoxes, and in DL-Lite knowledge bases. We prove that the algorithms are correct with respect to the semantic definition of forgetting, and that they run in polynomial time.

Original languageEnglish
Title of host publicationThe Semantic Web
Subtitle of host publicationResearch and Applications - 5th European Semantic Web Conference, ESWC 2008, Proceedings
Pages245-257
Number of pages13
DOIs
Publication statusPublished - 25 Jun 2008
Event5th European Semantic Web Conference, ESWC 2008 - Tenerife, Spain
Duration: 1 Jun 20085 Jun 2008

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume5021 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference5th European Semantic Web Conference, ESWC 2008
CountrySpain
CityTenerife
Period1/06/085/06/08

Keywords

  • logic programming
  • classical logic
  • description logic
  • conjunctive query
  • query answering

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