Mining knowledge demands from information flow

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摘要

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.

论文关键词:Knowledge management,Information flow,Recommender system,Collaborative filtering

论文评审过程:Available online 24 December 2011.

论文官网地址:https://doi.org/10.1016/j.eswa.2011.12.045