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The Resource Web communities : analysis and construction, Yanchun Zhang, Jeffrey Xu Yu, Jingyu Hou, (electronic resource)

Web communities : analysis and construction, Yanchun Zhang, Jeffrey Xu Yu, Jingyu Hou, (electronic resource)

Creator
Contributor
Summary
Due to the lack of a uniform schema for Web documents and the sheer amount and dynamics of Web data, both the effectiveness and the efficiency of information management and retrieval of Web data is often unsatisfactory when using conventional data management techniques. Web community, defined as a set of Web-based documents with its own logical structure, is a flexible and efficient approach to support information retrieval and to implement various applications. 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
Language
eng
Work
Publication
Extent
1 online resource (ix, 187 p.)
Contents
  • Preliminaries
  • HITS and Related Algorithms
  • PageRank Related Algorithms
  • Affinity and Co-Citation Analysis Approaches
  • Building a Web Community
  • Web Community Related Techniques
  • Conclusions
Isbn
9783540277392
Instance
Label
Web communities : analysis and construction
Title
Web communities
Title remainder
analysis and construction
Statement of responsibility
Yanchun Zhang, Jeffrey Xu Yu, Jingyu Hou
Creator
Contributor
Provider
Subject
Genre
Language
eng
Summary
Due to the lack of a uniform schema for Web documents and the sheer amount and dynamics of Web data, both the effectiveness and the efficiency of information management and retrieval of Web data is often unsatisfactory when using conventional data management techniques. Web community, defined as a set of Web-based documents with its own logical structure, is a flexible and efficient approach to support information retrieval and to implement various applications. 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
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Zhang, Yanchun
Image bit depth
0
LC call number
TK5105.884
LC item number
.Z43 2006eb
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • SpringerLink
  • Yu, Jeffrey Xu
  • Hou, Jingyu
http://library.link/vocab/subjectName
  • Web search engines
  • Vector spaces
  • Text processing (Computer science)
  • World Wide Web
  • Data mining
  • COMPUTERS
  • COMPUTERS
  • Data mining
  • Text processing (Computer science)
  • Vector spaces
  • Web search engines
  • World Wide Web
  • Informatique
Label
Web communities : analysis and construction, Yanchun Zhang, Jeffrey Xu Yu, Jingyu Hou, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references (p. [173]-180) and index
Color
not applicable
Contents
Preliminaries -- HITS and Related Algorithms -- PageRank Related Algorithms -- Affinity and Co-Citation Analysis Approaches -- Building a Web Community -- Web Community Related Techniques -- Conclusions
Dimensions
unknown
Extent
1 online resource (ix, 187 p.)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9783540277392
Level of compression
uncompressed
Other physical details
ill.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
Stock number
978-3-540-27737-8
System control number
  • (OCoLC)262692089
  • (OCoLC)ocn262692089
  • (DE-He213)3-540-27739-0
Label
Web communities : analysis and construction, Yanchun Zhang, Jeffrey Xu Yu, Jingyu Hou, (electronic resource)
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references (p. [173]-180) and index
Color
not applicable
Contents
Preliminaries -- HITS and Related Algorithms -- PageRank Related Algorithms -- Affinity and Co-Citation Analysis Approaches -- Building a Web Community -- Web Community Related Techniques -- Conclusions
Dimensions
unknown
Extent
1 online resource (ix, 187 p.)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9783540277392
Level of compression
uncompressed
Other physical details
ill.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
Stock number
978-3-540-27737-8
System control number
  • (OCoLC)262692089
  • (OCoLC)ocn262692089
  • (DE-He213)3-540-27739-0

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