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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)
Resource Information
The item Web communities : analysis and construction, Yanchun Zhang, Jeffrey Xu Yu, Jingyu Hou, (electronic resource) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Boston University Libraries.This item is available to borrow from all library branches.
Resource Information
The item Web communities : analysis and construction, Yanchun Zhang, Jeffrey Xu Yu, Jingyu Hou, (electronic resource) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Boston University Libraries.
This item is available to borrow from all library branches.
- 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
- 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
- Label
- Web communities : analysis and construction
- Title
- Web communities
- Title remainder
- analysis and construction
- Statement of responsibility
- Yanchun Zhang, Jeffrey Xu Yu, Jingyu Hou
- Subject
-
- COMPUTERS -- System Administration | Storage & Retrieval
- Data mining
- Data mining
- Electronic books
- Electronic resources
- Informatique
- Text processing (Computer science)
- Text processing (Computer science)
- Vector spaces
- Vector spaces
- Web search engines
- Web search engines
- World Wide Web
- World Wide Web
- COMPUTERS -- Online Services
- 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
- 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)
- 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)
- 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
Subject
- COMPUTERS -- System Administration | Storage & Retrieval
- Data mining
- Data mining
- Electronic books
- Electronic resources
- Informatique
- Text processing (Computer science)
- Text processing (Computer science)
- Vector spaces
- Vector spaces
- Web search engines
- Web search engines
- World Wide Web
- World Wide Web
- COMPUTERS -- Online Services
Genre
Member of
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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.bu.edu/portal/Web-communities--analysis-and-construction/E4BXRaT5CGw/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.bu.edu/portal/Web-communities--analysis-and-construction/E4BXRaT5CGw/">Web communities : analysis and construction, Yanchun Zhang, Jeffrey Xu Yu, Jingyu Hou, (electronic resource)</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.bu.edu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.bu.edu/">Boston University Libraries</a></span></span></span></span></div>
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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.bu.edu/portal/Web-communities--analysis-and-construction/E4BXRaT5CGw/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.bu.edu/portal/Web-communities--analysis-and-construction/E4BXRaT5CGw/">Web communities : analysis and construction, Yanchun Zhang, Jeffrey Xu Yu, Jingyu Hou, (electronic resource)</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.bu.edu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.bu.edu/">Boston University Libraries</a></span></span></span></span></div>