Exploit Semantic Information for Category Annotation Recommendation in Wikipedia
Authors | Yang Wang Haofen Wang Haiping Zhu Yong Yu |
|---|---|
Publication date | 2007 |
DOI | 10.1007/978-3-540-73351-5_5 |
Links | Original |
Exploit Semantic Information for Category Annotation Recommendation in Wikipedia - scientific work related to Wikipedia quality published in 2007, written by Yang Wang, Haofen Wang, Haiping Zhu and Yong Yu.
Overview
Compared with plain-text resources, the ones in "semi-semantic" web sites, such asWikipedia, contain high-level semantic information which will benefit various automatically annotating tasks on themself. In this paper, authors propose a "collaborative annotating" approach to automatically recommend categories for a Wikipedia article by reusing category annotations from its most similar articles and ranking these annotations by their confidence. In this approach, four typical semantic features in Wikipedia, namely incoming link, outgoing link, section heading and template item, are investigated and exploited as the representation of articles to feed the similarity calculation. The experiment results have not only proven that these semantic features improve the performance of category annotating, with comparison to the plain text feature; but also demonstrated the strength of approach in discovering missing annotations and proper level ones for Wikipedia articles.
Embed
Wikipedia Quality
Wang, Yang; Wang, Haofen; Zhu, Haiping; Yu, Yong. (2007). "[[Exploit Semantic Information for Category Annotation Recommendation in Wikipedia]]". Springer Berlin Heidelberg. DOI: 10.1007/978-3-540-73351-5_5.
English Wikipedia
{{cite journal |last1=Wang |first1=Yang |last2=Wang |first2=Haofen |last3=Zhu |first3=Haiping |last4=Yu |first4=Yong |title=Exploit Semantic Information for Category Annotation Recommendation in Wikipedia |date=2007 |doi=10.1007/978-3-540-73351-5_5 |url=https://wikipediaquality.com/wiki/Exploit_Semantic_Information_for_Category_Annotation_Recommendation_in_Wikipedia |journal=Springer Berlin Heidelberg}}
HTML
Wang, Yang; Wang, Haofen; Zhu, Haiping; Yu, Yong. (2007). "<a href="https://wikipediaquality.com/wiki/Exploit_Semantic_Information_for_Category_Annotation_Recommendation_in_Wikipedia">Exploit Semantic Information for Category Annotation Recommendation in Wikipedia</a>". Springer Berlin Heidelberg. DOI: 10.1007/978-3-540-73351-5_5.
