The Small Worlds of Wikipedia: Implications for Growth, Quality and Sustainability of Collaborative Knowledge Networks.

作者: Myshkin Ingawale , Priya Seetharaman , Rahul Roy , Amitava Dutta

DOI:

关键词: Network analysisCluster analysisGraph theoryData scienceQuality (business)Structural holesAssortative mixingOnline encyclopediaComputer scienceNetwork theory

摘要: This work is a longitudinal network analysis of the interaction networks Wikipedia, free, user-led collaborativelygenerated online encyclopedia. Making case for representing Wikipedia as knowledge network, and using lens contemporary graph theory, we attempt to unravel its creation process growth dynamics over time. Typical small-world characteristics short path-length high clustering have important theoretical implications networks. We show Wikipedia’s nature be increasing time, while also uncovering power laws assortative mixing. Investigating by which an apparently un-coordinated, diversely motivated swarm assorted contributors, create maintain remarkably quality content, find association between Quality Structural Holes. that few key degree, cluster spanning nodes ‘hubs’ hold growing together, discuss networks’ emergent quality.

参考文章(24)
Priya Seetharaman, Rahul Roy, Amitava Dutta, Wikipedia Usage Patterns: The Dynamics of Growth international conference on information systems. pp. 172- ,(2008)
S. Milgram, The Small World Problem Psychology today. ,vol. 1, pp. 60- 67 ,(1967)
Albert-László Barabási, Réka Albert, Emergence of Scaling in Random Networks Science. ,vol. 286, pp. 509- 512 ,(1999) , 10.1126/SCIENCE.286.5439.509
Christian Wagner, Ann Majchrzak, Enabling Customer-Centricity Using Wikis and the Wiki Way The Missouri Review. ,vol. 23, pp. 17- 43 ,(2007) , 10.2753/MIS0742-1222230302
Thomas Chesney, An empirical examination of Wikipedia's credibility First Monday. ,vol. 11, ,(2006) , 10.5210/FM.V11I11.1413
M. E. J. Newman, Assortative mixing in networks. Physical Review Letters. ,vol. 89, pp. 208701- 208701 ,(2002) , 10.1103/PHYSREVLETT.89.208701
Stanley Wassermann, Katherine Faust, Social Network Analysis: Methods and Applications ,(1994)