Probabilistic Quality Assessment Based on Articles Revision History
Authors | Jingyu Han Chuandong Wang Dawei Jiang |
|---|---|
Publication date | 2011 |
ISSN | 03029743 |
ISBN | 978-364223090-5 |
DOI | 10.1007/978-3-642-23091-2_50 |
Links |
Probabilistic Quality Assessment Based on Articles Revision History - scientific work about Wikipedia quality published in 2011, written by Jingyu Han, Chuandong Wang and Dawei Jiang.
Overview
The collaborative efforts of users in social media services such as Wikipedia have led to an explosion in user-generated content and how to automatically tag the quality of the content is an eminent concern now. Actually each article is usually undergoing a series of revision phases and the articles of different quality classes exhibit specific revision cycle patterns. Authors propose to Assess Quality based on Revision History (AQRH) for a specific domain as follows. First, authors borrow Hidden Markov Model (HMM) to turn each article's revision history into a revision state sequence. Then, for each quality class its revision cycle patterns are extracted and are clustered into quality corpora. Finally, article's quality is thereby gauged by comparing the article's state sequence with the patterns of pre-classified documents in probabilistic sense. Authors conduct experiments on a set of Wikipedia articles and the results demonstrate that their method can accurately and objectively capture web article's quality.
Embed
Wikipedia Quality
Han, Jingyu; Wang, Chuandong; Jiang, Dawei. (2011). "[[Probabilistic Quality Assessment Based on Articles Revision History]]". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 6861 LNCS, Issue PART 2, 2011, pp. 574-588. ISBN: 978-364223090-5. ISSN: 03029743. DOI: 10.1007/978-3-642-23091-2_50.
English Wikipedia
{{cite journal |last1=Han |first1=Jingyu |last2=Wang |first2=Chuandong |last3=Jiang |first3=Dawei |title=Probabilistic Quality Assessment Based on Articles Revision History |date=2011 |isbn=978-364223090-5 |issn=03029743 |doi=10.1007/978-3-642-23091-2_50 |url=https://wikipediaquality.com/wiki/Probabilistic_Quality_Assessment_Based_on_Articles_Revision_History |journal=Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 6861 LNCS, Issue PART 2, 2011, pp. 574-588}}
HTML
Han, Jingyu; Wang, Chuandong; Jiang, Dawei. (2011). "<a href="https://wikipediaquality.com/wiki/Probabilistic_Quality_Assessment_Based_on_Articles_Revision_History">Probabilistic Quality Assessment Based on Articles Revision History</a>". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 6861 LNCS, Issue PART 2, 2011, pp. 574-588. ISBN: 978-364223090-5. ISSN: 03029743. DOI: 10.1007/978-3-642-23091-2_50.
