View source for Document Topic Extraction based on Wikipedia Category

{{Infobox work
| title = Document Topic Extraction based on Wikipedia Category
| date = 2011
| authors = [[Jiali Yun]]<br />[[Liping Jing]]<br />[[Jian Yu]]<br />[[Houkuan Huang]]<br />[[Ying Zhang]]
| doi = 10.1109/CSO.2011.119
| link = http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=5957791&amp;contentType=Conference+Publications
}}
'''Document Topic Extraction based on Wikipedia Category''' - scientific work related to [[Wikipedia quality]] published in 2011, written by [[Jiali Yun]], [[Liping Jing]], [[Jian Yu]], [[Houkuan Huang]] and [[Ying Zhang]].

== Overview ==
Document Topic Extraction aims at using several key phrases to describe the topics of documents. It can be applied in web document categorization and tagging, document clusters topic description and [[information retrieval]] tasks. In this paper, authors propose a [[Wikipedia]] category-based document topic extraction method. Document is mapped to a set of [[Wikipedia categories]] and is represented as graph structure in order to conserve the relationship between Wikipedia [[categories]]. Then, document topic can be extracted by clustering the related Wikipedia categories in the document collection. Experiment in real data shows Wikipedia category-based document topic extraction method achieves the better result than latent topic modeling method, such as LDA.

== Embed ==
=== Wikipedia Quality ===
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Yun, Jiali; Jing, Liping; Yu, Jian; Huang, Houkuan; Zhang, Ying. (2011). "[[Document Topic Extraction based on Wikipedia Category]]".DOI: 10.1109/CSO.2011.119. 
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=== English Wikipedia ===
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{{cite journal |last1=Yun |first1=Jiali |last2=Jing |first2=Liping |last3=Yu |first3=Jian |last4=Huang |first4=Houkuan |last5=Zhang |first5=Ying |title=Document Topic Extraction based on Wikipedia Category |date=2011 |doi=10.1109/CSO.2011.119 |url=https://wikipediaquality.com/wiki/Document_Topic_Extraction_based_on_Wikipedia_Category}}
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=== HTML ===
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Yun, Jiali; Jing, Liping; Yu, Jian; Huang, Houkuan; Zhang, Ying. (2011). &amp;quot;<a href="https://wikipediaquality.com/wiki/Document_Topic_Extraction_based_on_Wikipedia_Category">Document Topic Extraction based on Wikipedia Category</a>&amp;quot;.DOI: 10.1109/CSO.2011.119. 
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[[Category:Scientific works]]