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Mining knowledge demands from information flow

Authors :
Lee, Hyun Joon
Kim, Jong Hwa
Source :
Expert Systems with Applications. Jun2012, Vol. 39 Issue 8, p6799-6806. 8p.
Publication Year :
2012

Abstract

Abstract: Among a collaborative team, members usually come from diverse disciplines, and their demands for knowledge are also different from each other. Information flow is a type of collaborative process, which exists behind every collaborative team. This paper is concerned with how to obtain team members’ knowledge demands from the information flow. Firstly, the knowledge demands model is defined. Based on the model of knowledge demands and information filtering technologies, some approaches for mining demands from information flow are proposed. This study on the knowledge demand mining can pave the way for developing knowledge recommender systems, which can recommend proper knowledge to proper team members with a collaborative team. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
09574174
Volume :
39
Issue :
8
Database :
Academic Search Index
Journal :
Expert Systems with Applications
Publication Type :
Academic Journal
Accession number :
72340078
Full Text :
https://doi.org/10.1016/j.eswa.2011.12.045