Quality evaluation of wikipedia articles through edit history and editor groups

Se Wang*, Mizuho Iwaihara

*この研究の対応する著者

研究成果: Conference contribution

13 被引用数 (Scopus)

抄録

Wikipedia is well known as a free encyclopedia, which is a type of collaborative repository system that allows the viewer to create and edit articles directly in the web browser. The weakness of the Wikipedia system is the possibility of manipulation and vandalism cannot be ruled out, so that the quality of any given Wikipedia article is not guaranteed. It is an important work to establish a quality evaluation method to help users decide how much they should trust an article in Wikipedia. In this paper we investigate the edit history of Wikipedia articles and propose a model of network structure of editors. We propose an algorithm to calculate the network structural indicator restoreratio. We use the proposed indicator combined with existing metrics to predict the quality of Wikipedia articles through support vector machine technology. The experimental results show that the proposed indicator has better performance in quality evaluation than several existing metrics.

本文言語English
ホスト出版物のタイトルWeb Technologies and Applications - 13th Asia-Pacific Web Conference, APWeb 2011, Proceedings
ページ188-199
ページ数12
DOI
出版ステータスPublished - 2011 4月 28
イベント13th Asia-Pacific Conference on Web Technology, APWeb 2011 - Beijing, China
継続期間: 2011 4月 182011 4月 20

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
6612 LNCS
ISSN(印刷版)0302-9743
ISSN(電子版)1611-3349

Conference

Conference13th Asia-Pacific Conference on Web Technology, APWeb 2011
国/地域China
CityBeijing
Period11/4/1811/4/20

ASJC Scopus subject areas

  • 理論的コンピュータサイエンス
  • コンピュータサイエンス一般

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