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Web communities analysis and construction

Zhang, Yanchun, Yu, Jeffrey Xu and Hou, Jingyu 2006, Web communities analysis and construction, Springer-Verlag, Berlin, Germany.

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Title Web communities analysis and construction
Author(s) Zhang, Yanchun
Yu, Jeffrey Xu
Hou, JingyuORCID iD for Hou, Jingyu
Publication date 2006
Total pages [xi], 187 p
Publisher Springer-Verlag
Place of Publication Berlin, Germany
Keyword(s) World Wide Web
electronic data processing
Summary Yanchun Zhang and his co-authors explain how to construct and analyse Web communities based on information like Web document contents, hyperlinks, or user access logs. Their approaches combine results from Web search algorithms, Web clustering methods, and Web usage mining. They also detail the necessary preliminaries needed to understand the algorithms presented, and they discuss several successful existing applications. Researchers and students in information retrieval and Web search find in this all the necessary basics and methods to create and understand Web communities. Professionals developing Web applications will additionally benefit from the samples presented for their own designs and implementations
Notes 1 Introduction -- 2 Preliminaries -- 3 HITS and related algorithms -- 4 PageRank related algorithms -- 5 Affinity and co-citation analysis approaches -- 6 Building a Web community -- 7 Web community related techniques -- 8 Conclusions.
ISBN 3540277374
Language eng
Field of Research 080709 Social and Community Informatics
HERDC Research category A1 Books - authored - research
Copyright notice ©2006, Springer-Verlag
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Document type: Book
Collection: School of Engineering and Information Technology
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