Indexing Ontologies with Semantics-enhanced Keywords
Indexing Ontologies with Semantics-enhanced Keywords
Ontologies, as a knowledge representation paradigm, rely on semantics for performing logical inference. However, in the context of ontology query and reuse, the semantics are hard to be manipulated. When searching for ontologies and identifying potentially relevant candidates, a mechanism is required to exploit (i) the appropriate semantic restrictions as well as the (ii) meaning of concepts/properties. This paper proposes an approach that will address both requirements. The contribution of this paper is to conceptually detail how a set of ontology indices can be obtained. More specifically, to obtain a relevant set of keywords describing an ontology, we use logic-based constructors to generate an initial set of keywords. The meaning of these keywords is further explored by consulting a comprehensive text corpora serving as the background/domain knowledge. The novelty of our work lies in the combination of logic-based formalisms with a collaboratively contributed web repository. We illustrate our work by the means of a real world example.
Hu, Bo
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Croitoru, Madalina
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Dasmahapatra, Srinandan
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Lewis, Paul
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Shadbolt, Nigel
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2007
Hu, Bo
927680e6-b2b4-4b88-9a6e-20a86bb9d2d2
Croitoru, Madalina
4a2ca559-8d8f-4b3d-8622-c2f83796dadc
Dasmahapatra, Srinandan
eb5fd76f-4335-4ae9-a88a-20b9e2b3f698
Lewis, Paul
7aa6c6d9-bc69-4e19-b2ac-a6e20558c020
Shadbolt, Nigel
5c5acdf4-ad42-49b6-81fe-e9db58c2caf7
Hu, Bo, Croitoru, Madalina, Dasmahapatra, Srinandan, Lewis, Paul and Shadbolt, Nigel
(2007)
Indexing Ontologies with Semantics-enhanced Keywords.
The Fourth International Conference on Knowledge Capture, Whistler, Canada.
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Abstract
Ontologies, as a knowledge representation paradigm, rely on semantics for performing logical inference. However, in the context of ontology query and reuse, the semantics are hard to be manipulated. When searching for ontologies and identifying potentially relevant candidates, a mechanism is required to exploit (i) the appropriate semantic restrictions as well as the (ii) meaning of concepts/properties. This paper proposes an approach that will address both requirements. The contribution of this paper is to conceptually detail how a set of ontology indices can be obtained. More specifically, to obtain a relevant set of keywords describing an ontology, we use logic-based constructors to generate an initial set of keywords. The meaning of these keywords is further explored by consulting a comprehensive text corpora serving as the background/domain knowledge. The novelty of our work lies in the combination of logic-based formalisms with a collaboratively contributed web repository. We illustrate our work by the means of a real world example.
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Published date: 2007
Additional Information:
Event Dates: 10.2007
Venue - Dates:
The Fourth International Conference on Knowledge Capture, Whistler, Canada, 2007-10-01
Organisations:
Web & Internet Science, Southampton Wireless Group
Identifiers
Local EPrints ID: 266683
URI: http://eprints.soton.ac.uk/id/eprint/266683
PURE UUID: 38fe848c-6ad0-4673-9207-821beb2dc553
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Date deposited: 19 Sep 2008 13:38
Last modified: 14 Mar 2024 08:33
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Contributors
Author:
Bo Hu
Author:
Madalina Croitoru
Author:
Srinandan Dasmahapatra
Author:
Paul Lewis
Author:
Nigel Shadbolt
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