In this paper, the authors present a reference P2P architecture based on autonomous, self-emerging semantic communities of interest (CoIs) for collective intelligence creation and management. An approach for enabling knowledge organization and management at the level of a single peer is presented in the paper, as well as techniques for supporting a peer to participate to the construction of a shared community vocabulary, according to the terminological preferences automatically extracted from its personal knowledge. Furthermore, an application example in the e-health domain is presented in the framework of the iCoord system for P2P semantic coordination to show the use of a manifesto-based collective intelligence for enforcing effective collaboration in a real case study.
Managing Collective Intelligence in Semantic Communities of Interest / S. Montanelli, S. Castano, A. Ferrara, G. Varese. - In: INTERNATIONAL JOURNAL OF ORGANIZATIONAL AND COLLECTIVE INTELLIGENCE. - ISSN 1947-9344. - (2010). [10.4018/joci.2010100103]
Managing Collective Intelligence in Semantic Communities of Interest
S. Montanelli;S. Castano;A. Ferrara;G. Varese
2010
Abstract
In this paper, the authors present a reference P2P architecture based on autonomous, self-emerging semantic communities of interest (CoIs) for collective intelligence creation and management. An approach for enabling knowledge organization and management at the level of a single peer is presented in the paper, as well as techniques for supporting a peer to participate to the construction of a shared community vocabulary, according to the terminological preferences automatically extracted from its personal knowledge. Furthermore, an application example in the e-health domain is presented in the framework of the iCoord system for P2P semantic coordination to show the use of a manifesto-based collective intelligence for enforcing effective collaboration in a real case study.Pubblicazioni consigliate
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