Integration of multiple network views in Wikipedia
|Title:||Integration of multiple network views in Wikipedia||Authors:||Wu, Guangyu
|Permanent link:||http://hdl.handle.net/10197/6416||Date:||2015||Abstract:||One of the challenges in network data analysis is the determination of the mostinformative perspective on the network to use in analysis. This is particularlyan issue when the network is dynamic and is defined by events that occur overtime. We present an example of such a scenario in the analysis of edit networks in Wikipedia the networks of editors interacting on Wikipedia pages. We proposethe prediction of article quality as a task that allows us to quantify the informativenessof alternative network views. We present three fundamentally different viewson the data that attempt to capture structural and temporal aspects of the edit networks.We demonstrate that each view captures information that is unique to thatview and propose a strategy for integrating the different sources of information||Funding Details:||Science Foundation Ireland||Type of material:||Journal Article||Publisher:||Springer||Journal:||Knowledge and Information Systems||Volume:||45||Issue:||2||Start page:||473||End page:||490||Copyright (published version):||2014 Springer-Verlag London||Keywords:||Machine learning; Statistics; Social network analysis; Data quality; Classification; Wikipedia||DOI:||10.1007/s10115-014-0802-7||Language:||en||Status of Item:||Peer reviewed|
|Appears in Collections:||Computer Science Research Collection|
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