Learning Topic Hierarchies for Wikipedia Categories
Authors | Linmei Hu Xuzhong Wang Mengdi Zhang Juanzi Li Xiaoli Li Chao Shao Jie Tang Yongbin Liu |
|---|---|
Publication date | 2015 |
ISBN | 978-194164373-0 |
Links |
Learning Topic Hierarchies for Wikipedia Categories - scientific work about Wikipedia quality published in 2015, written by Linmei Hu, Xuzhong Wang, Mengdi Zhang, Juanzi Li, Xiaoli Li, Chao Shao, Jie Tang and Yongbin Liu.
Overview
Existing studies have utilized Wikipedia for various knowledge acquisition tasks. However, no attempts have been made to explore multi-level topic knowledge con-tained in Wikipedia articles' Contents ta-bles. The articles with similar subjects are grouped together into Wikipedia cat-egories. In this work, authors propose novel methods to automatically construct com-prehensive topic hierarchies for given cat-egories based on the structured Contents tables as well as corresponding unstruc-tured text descriptions. Such a hierarchy is important for information browsing, doc-ument organization and topic prediction. Experimental results show their proposed approach, incorporating both the structural and textual information, achieves high quality category topic hierarchies.
Embed
Wikipedia Quality
Hu, Linmei; Wang, Xuzhong; Zhang, Mengdi; Li, Juanzi; Li, Xiaoli; Shao, Chao; Tang, Jie; Liu, Yongbin. (2015). "[[Learning Topic Hierarchies for Wikipedia Categories]]". CEUR Workshop Proceedings Volume 1581, 2015, pp. 68-80. ISBN: 978-194164373-0.
English Wikipedia
{{cite journal |last1=Hu |first1=Linmei |last2=Wang |first2=Xuzhong |last3=Zhang |first3=Mengdi |last4=Li |first4=Juanzi |last5=Li |first5=Xiaoli |last6=Shao |first6=Chao |last7=Tang |first7=Jie |last8=Liu |first8=Yongbin |title=Learning Topic Hierarchies for Wikipedia Categories |date=2015 |isbn=978-194164373-0 |url=https://wikipediaquality.com/wiki/Learning_Topic_Hierarchies_for_Wikipedia_Categories |journal=CEUR Workshop Proceedings Volume 1581, 2015, pp. 68-80}}
HTML
Hu, Linmei; Wang, Xuzhong; Zhang, Mengdi; Li, Juanzi; Li, Xiaoli; Shao, Chao; Tang, Jie; Liu, Yongbin. (2015). "<a href="https://wikipediaquality.com/wiki/Learning_Topic_Hierarchies_for_Wikipedia_Categories">Learning Topic Hierarchies for Wikipedia Categories</a>". CEUR Workshop Proceedings Volume 1581, 2015, pp. 68-80. ISBN: 978-194164373-0.
