A Label Quality-Oriented Method for Chinese Web Search Results Clustering

Author

Zhang, Liping ; Dong, Shoubin ; Tao, Ming ; Zhao, Tiezhu

Author_Institution

Sch. of Comput. Sci. & Eng., South China Univ. of Technol., Guangzhou, China

Volume

1

fYear

2010

fDate

23-24 Oct. 2010

Firstpage

253

Lastpage

258

Abstract

Web search results clustering is an important strategy of organizing the snippets for modern search engine. Due to the semantic problems, there are still many challenges. This paper proposes a method named label quality-oriented scheme (LQOS) to achieve the clustering quality in the aspect of label. Specialized for Chinese queries, LQOS is designed according to the criterion of “readable label”, aiming at reducing noisy labels, and achieving the informative, complete and concise labels. Experiments on Sougou Chinese queries show that LQOS outperforms Lingo algorithm in the metrics of labels quality and the percentage of clustered snippets.

Keywords

Internet; pattern clustering; query processing; search engines; Sougou Chinese query; Web search results clustering; clustered snippet; clustering quality; label quality-oriented scheme; noisy label; readable label; search engine; semantic problem; Chinese queries; LQOS; Lingo algorithm; label quality; web search result clustering;

fLanguage

English

Publisher

ieee

Conference_Titel

Web Information Systems and Mining (WISM), 2010 International Conference on

Conference_Location

Sanya

Print_ISBN

978-1-4244-8438-6

Type

conf

DOI

10.1109/WISM.2010.29

Filename

5662321