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Ontology Evolution through Agent Collaboration

Record type: Conference or Workshop Item (Paper)

We present a technique that enables a software agent to augment its ontology with domain related concepts by collaborating with other agents. The collaborating agents have their own individual ontologies, they can share concepts and relationships that relate to a requested specific concept (which is known as a fragment). Thus, specifically, our technique selects the fragments that will be shared. This approach enables agents to answer queries with more range and detail, and it also enables an agent to infer new exploitable knowledge. Without this capability, an agent may be limited by its domain model, and cannot reflect changes in the environment. Through empirical evaluation, we show that our technique reduces the cost of acquiring concepts that are regularly used (compared with learning nothing) and reduces the complexity of the agent’s ontology by augmenting it with selected concepts and relationships which are related to its domain (compared with learning everything).

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Citation

Packer, Heather S., Gibbins, Nicholas and Jennings, Nicholas R. (2009) Ontology Evolution through Agent Collaboration At AISB 2009 Convention, United Kingdom. 06 - 09 Apr 2009.

More information

Published date: April 2009
Additional Information: Event Dates: 6-9 April 2009
Venue - Dates: AISB 2009 Convention, United Kingdom, 2009-04-06 - 2009-04-09
Organisations: Web & Internet Science, Agents, Interactions & Complexity

Identifiers

Local EPrints ID: 271277
URI: http://eprints.soton.ac.uk/id/eprint/271277
PURE UUID: e3f1a88c-50bd-429f-a856-952c822251db
ORCID for Nicholas Gibbins: ORCID iD orcid.org/0000-0002-6140-9956

Catalogue record

Date deposited: 20 Jun 2010 19:59
Last modified: 18 Jul 2017 06:45

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Contributors

Author: Heather S. Packer
Author: Nicholas Gibbins ORCID iD
Author: Nicholas R. Jennings

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