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Virtual knowledge communities for semantic agents

Published: 25 May 2011 Publication History

Abstract

Virtual Knowledge Communities are a well suited paradigm for decentralized knowldege exchanges and they have been applied in several domains. In this paper we investigate the implementation of virtual knowledge communities with semantic agents. Using the SAM (Semantic Agent Modeling) approach, we show that agents can exchange community related concepts (in OWL) and behavior (in SWRL). Agents can then learn and adapt new community-related behavior, which is usefull when changing the role or entering into a new environment. For this purpose, we formalize Virtual Knowledge Communities in a set-theoretic way and we implement this formalization in an OWL ontology. Some examples of community representation using our formalization are presented in this paper.

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cover image ACM Other conferences
WIMS '11: Proceedings of the International Conference on Web Intelligence, Mining and Semantics
May 2011
563 pages
ISBN:9781450301480
DOI:10.1145/1988688
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 25 May 2011

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Author Tags

  1. OWL
  2. SWRL
  3. ontology
  4. semantic agent
  5. set-theoretic formalization
  6. virtual knowledge communities

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WIMS '11

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