Evaluating Article Quality and Editor Reputation in Wikipedia
Authors | Yuqing Lu Lei Zhang Juanzi Li |
|---|---|
Publication date | 2013 |
ISSN | 18650929 |
ISBN | 978-364254024-0 |
DOI | 10.1007/978-3-642-54025-7_19 |
Links |
Evaluating Article Quality and Editor Reputation in Wikipedia - scientific work about Wikipedia quality published in 2013, written by Yuqing Lu, Lei Zhang and Juanzi Li.
Overview
Autors study a novel problem of quality and reputation evaluation for Wikipedia articles. Authors propose a difficult and interesting question: How to generate reasonable article quality score and editor reputation in a framework at the same time? In this paper, Authors propose a dual wing factor graph(DWFG) model, which utilizes the mutual reinforcement between articles and editors to generate article quality and editor reputation. To learn the proposed factor graph model, authors further design an efficient algorithm. Authors conduct experiments to validate the effectiveness of the proposed model. By leveraging the belief propagation between articles and editors, their approach obtains significant improvement over several alternative methods(SVM, LR, PR, CRF).
Embed
Wikipedia Quality
Lu, Yuqing; Zhang, Lei; Li, Juanzi. (2013). "[[Evaluating Article Quality and Editor Reputation in Wikipedia]]". Communications in Computer and Information Science Volume 406, 2013, pp. 215-227. ISBN: 978-364254024-0. ISSN: 18650929. DOI: 10.1007/978-3-642-54025-7_19.
English Wikipedia
{{cite journal |last1=Lu |first1=Yuqing |last2=Zhang |first2=Lei |last3=Li |first3=Juanzi |title=Evaluating Article Quality and Editor Reputation in Wikipedia |date=2013 |isbn=978-364254024-0 |issn=18650929 |doi=10.1007/978-3-642-54025-7_19 |url=https://wikipediaquality.com/wiki/Evaluating_Article_Quality_and_Editor_Reputation_in_Wikipedia |journal=Communications in Computer and Information Science Volume 406, 2013, pp. 215-227}}
HTML
Lu, Yuqing; Zhang, Lei; Li, Juanzi. (2013). "<a href="https://wikipediaquality.com/wiki/Evaluating_Article_Quality_and_Editor_Reputation_in_Wikipedia">Evaluating Article Quality and Editor Reputation in Wikipedia</a>". Communications in Computer and Information Science Volume 406, 2013, pp. 215-227. ISBN: 978-364254024-0. ISSN: 18650929. DOI: 10.1007/978-3-642-54025-7_19.
