Abstract
Forgetting is an important tool for reducing ontologies by eliminating some concepts and roles while preserving sound and complete reasoning. Attempts have previously been made to address the problem of forgetting in relatively simple description logics (DLs) such as DL-Lite and extended εL. The ontologies used in these attempts were mostly restricted to TBoxes rather than general knowledge bases (KBs). However, the issue of forgetting for general KBs in more expressive description logics, such as ALC and OWL DL, is largely unexplored. In particular, the problem of characterizing and computing forgetting for such logics is still open. In this paper, we first define semantic forgetting about concepts and roles in ALC ontologies and state several important properties of forgetting in this setting. We then define the result of forgetting for concept descriptions in ALC , state the properties of forgetting for concept descriptions, and present algorithms for computing the result of forgetting for concept descriptions. Unlike the case of DL-Lite, the result of forgetting for an ALC ontology does not exist in general, even for the special case of concept forgetting. This makes the problem of how to compute forgetting in ALC more challenging. We address this problem by defining a series of approximations to the result of forgetting for ALC ontologies and studying their properties and their application to reasoning tasks. We use the algorithms for computing forgetting for concept descriptions to compute these approximations. Our algorithms for computing approximations can be embedded into an ontology editor to enhance its ability to manage and reason in (large) ontologies.
Original language | English |
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Title of host publication | The Semantic Web, ISWC 2009 |
Subtitle of host publication | 8th International Semantic Web Conference, ISWC 2009, Proceedings |
Editors | Abraham Bernstein, David R. Karger, Tom Heath, Lee Feigenbaum, Diana Maynard, Enrico Motta, Krishnaprasad Thirunarayan |
Place of Publication | Berlin |
Publisher | Springer-Verlag Berlin Heidelberg |
Pages | 666-681 |
Number of pages | 16 |
Volume | 5823 LNCS |
ISBN (Electronic) | 9783642049309 |
ISBN (Print) | 364204929X, 9783642049293 |
DOIs | |
Publication status | Published - 8 Oct 2009 |
Externally published | Yes |
Event | 8th International Semantic Web Conference - Chantilly, United States Duration: 25 Oct 2009 → 29 Oct 2009 Conference number: 8 |
Publication series
Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
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Publisher | Springer-Verlag Berlin Heidelberg |
Volume | 5823 LNCS |
ISSN (Print) | 0302-9743 |
ISSN (Electronic) | 1611-3349 |
Conference
Conference | 8th International Semantic Web Conference |
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Abbreviated title | ISWC 2009 |
Country/Territory | United States |
City | Chantilly |
Period | 25/10/09 → 29/10/09 |