Knowledge popularity in a heterogeneous network: Exploiting the contextual effects of document popularity in knowledge management systems

被引:2
作者
Sha, Xiqing [1 ]
Chang, Klarissa Ting-Ting [1 ]
Zhang, Cheng [2 ]
Zhang, Chenghong [2 ]
机构
[1] Natl Univ Singapore, Sch Comp, Dept Informat Syst, Singapore 117417, Singapore
[2] Fudan Univ, Dept Informat Management & Informat Syst, 670 Guoshun Rd, Shanghai 200433, Peoples R China
来源
JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY | 2013年 / 64卷 / 09期
基金
中国国家自然科学基金;
关键词
knowledge; contextual information; knowledge organization systems; CENTRALITY; PATTERNS;
D O I
10.1002/asi.22879
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In organizations, the amount of attention that user-generated knowledge receives in knowledge management systems (KMSs) may not imply its potential for benefiting organizational activities in terms of accelerating innovation and product development. To optimize the utilization of knowledge in organizations, it is crucial to identify factors that influence knowledge popularity. From a network perspective, this study proposes a model to evaluate knowledge popularity by investigating 2 attributes of contextual information (i.e., authors and tags) that are embedded in a heterogeneous knowledge network, and how they interact to impact knowledge popularity. Objective data obtained through the interaction history of a KMS in a global telecommunication company was applied to test the hypotheses. This paper contributes to the extant literature on knowledge popularity by identifying contextual attributions of knowledge, and empirically tests the impact of their interactions on knowledge popularity.
引用
收藏
页码:1842 / 1851
页数:10
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