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The Influence Factors of Collective Intelligence Emergence in Knowledge Communities Based on Social Network Analysis

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Document pages: 21 pages

Abstract: The advent of the age of Information shifts the environment we live infrom off-line to on-line. The prospect of Collective Intelligence (CI) ispromising. Based on this background, the aim of this paper is to discover theemergence mechanism and influence factors of CI in knowledge communities usingthe method of quantitative and qualitative analysis. On the basis of theprevious research work, our model theorizes that the two dimensions of socialnetwork (i.e., interactive networkstructure and participant’s characteristics) affect two references ofeffectiveness (i.e. group knowledgeproduction and participation of group decision). And this hypothetical model isvalidated with simulation data from “Zhihu” community. Our model has beenuseful since it offers some inspirations and directions to promote the level ofCI in knowledge communities.

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