Article

The ESTEEM platform: enabling P2P semantic collaboration through emerging collective knowledge.

J. Intell. Inf. Syst 01/2011; 36:167-195. pp.167-195
Source: DBLP

ABSTRACT In this paper, we present Esteem (Emergent Semantics and cooperaTion in multi-knowledgE EnvironMents), a community-based P2P platform for supporting semantic collaboration among a set of independent peers, without prior reciprocal knowledge and no predefined relationships. Goal of Esteem is to go beyond the existing state-of-the-art solutions for P2P knowledge sharing and to provide an integrated platform for both data and service discovery. A distinguishing feature of Esteem is the use of semantic communities to explicitly give shape to the collective knowledge and expertise of peer groups with similar interests. Key techniques of Esteem will be presented in the paper and concern: shuffling-based communication, ontology and service matchmaking, context management, and quality-aware data integration. An application example of data and service discovery in the health-care domain will be presented, by also discussing results of system and user evaluation.

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Keywords

collective knowledge
 
community-based P2P platform
 
existing state-of-the-art solutions
 
P2P knowledge sharing
 
peer groups
 
prior reciprocal knowledge
 
semantic communities
 
shuffling-based communication
 
similar interests
 
user evaluation