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Volume 19 (2022)
Volume 19, (In Progress)
Pg 1 - 11 (June 2022)
Volume 18 (2019)
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Advances in Computer Science and Engineering
Advances in Computer Science and Engineering
Volume 6, Issue 1, Pages 87 - 91 (February 2011)
NAMED ENTITY BASED CLUSTERING IN TEXT ADVERTISEMENT MATCHING
Bo-Hyun Yun
Abstract:
Named entity based document clustering model is the method that uses keywords and named entities such as person, location, organization, product within web documents as the clustering feature in text-advertisement matching. This paper examines the property of named entity based document clustering model, analyzes the effects of named entities through various experiments, and shows the effects of the weight according to named entity tags. Moreover, we examine correlation among topic words of clustered sets according to concept level of named entities. Finally, this paper presents optimal feature combination for named entity based document clustering appropriate to applications.
Keywords and phrases:
clustering, named entities, feature analysis.
Number of Downloads:
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P-ISSN: 0973-6999
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