Measuring Article Quality in Wikipedia Using the Collaboration Network
Authors | Baptiste De La Robertie Yoann Pitarch O. Teste |
|---|---|
Publication date | 2015 |
ISBN | 978-145033854-7 |
DOI | 10.1145/2808797.2808895 |
Links |
Measuring Article Quality in Wikipedia Using the Collaboration Network - scientific work about Wikipedia quality published in 2015, written by Baptiste De La Robertie, Yoann Pitarch and O. Teste.
Overview
Collaboratively edited articles such as in Wikipedia suffer from well-identified problems regarding their quality, e.g., information accuracy, reputability of third-party sources, vandalism. Due to the huge number of articles and the intensive edit rate, the manual evaluation of article content quality is inconceivable. In this paper, authors tackle the problem of automatically establishing the quality of Wikipedia articles. Evidences are shown to consider the interactions between authors and articles to assess the quality score. Collaborations between authors and reviewers are also considered to reinforce the discriminative process. This work gives a generic formulation of the Mutual Reinforcement principle held between articles quality and authors authority and take explicitly advantage of the co-edits graph generated by individuals. Experiments conducted on a set of representative data from Wikipedia show the effectiveness of their approach.
Embed
Wikipedia Quality
De La Robertie, Baptiste; Pitarch, Yoann; Teste, O.. (2015). "[[Measuring Article Quality in Wikipedia Using the Collaboration Network]]". Handbook of Research on Innovations in Information Retrieval, Analysis, and Management September 01, 2015, pp. 41-61. ISBN: 978-145033854-7. DOI: 10.1145/2808797.2808895.
English Wikipedia
{{cite journal |last1=De La Robertie |first1=Baptiste |last2=Pitarch |first2=Yoann |last3=Teste |first3=O. |title=Measuring Article Quality in Wikipedia Using the Collaboration Network |date=2015 |isbn=978-145033854-7 |doi=10.1145/2808797.2808895 |url=https://wikipediaquality.com/wiki/Measuring_Article_Quality_in_Wikipedia_Using_the_Collaboration_Network |journal=Handbook of Research on Innovations in Information Retrieval, Analysis, and Management September 01, 2015, pp. 41-61}}
HTML
De La Robertie, Baptiste; Pitarch, Yoann; Teste, O.. (2015). "<a href="https://wikipediaquality.com/wiki/Measuring_Article_Quality_in_Wikipedia_Using_the_Collaboration_Network">Measuring Article Quality in Wikipedia Using the Collaboration Network</a>". Handbook of Research on Innovations in Information Retrieval, Analysis, and Management September 01, 2015, pp. 41-61. ISBN: 978-145033854-7. DOI: 10.1145/2808797.2808895.
