Authors:
- Systematically discusses the principles, algorithms, prototypes of the addressed approaches engaged in the domains of Web mining, Web community and social networks
- Emphasizes the emerging cross-disciplines of these research areas
- Highlights the promising Web–based applications, such as Web recommendation and personalization and Web social community analysis on the Web
- Surveys the related work in these domains and outlines several open research problems
- Includes supplementary material: sn.pub/extras
Part of the book series: Web Information Systems Engineering and Internet Technologies Book Series (WISE, volume 6)
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Table of contents (9 chapters)
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Front Matter
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Foundation
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Front Matter
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Web Mining: Techniques and Applications
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Front Matter
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Social Networking and Web Recommendation: Techniques and Applications
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Front Matter
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Back Matter
About this book
This book examines the techniques and applications involved in the Web Mining, Web Personalization and Recommendation and Web Community Analysis domains, including a detailed presentation of the principles, developed algorithms, and systems of the research in these areas. The applications of web mining, and the issue of how to incorporate web mining into web personalization and recommendation systems are also reviewed. Additionally, the volume explores web community mining and analysis to find the structural, organizational and temporal developments of web communities and reveal the societal sense of individuals or communities.
The volume will benefit both academic and industry communities interested in the techniques and applications of web search, web data management, web mining and web knowledge discovery, as well as web community and social network analysis.
Reviews
From the reviews:
“The authors present the theoretical foundation, algorithmic techniques, and practical applications of Web mining, Web personalization and recommendation, and Web community analysis. … this is an interesting book for people who conduct research in the areas of Web search, Web mining, and social network analysis. The authors’ writing style makes the book easy to follow and the presented material is covered with a good degree of detail, with several references provided at the end of the book to allow for further reading.” (Aris Gkoulalas-Divanis, ACM Computing Reviews, October, 2011)
Authors and Affiliations
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School of Computer Science &, Mathematics, Victoria University, Melbourne, Australia
Guandong Xu, Yanchun Zhang
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Wuhan University of Technology, Wuhan, China, People's Republic
Lin Li
Bibliographic Information
Book Title: Web Mining and Social Networking
Book Subtitle: Techniques and Applications
Authors: Guandong Xu, Yanchun Zhang, Lin Li
Series Title: Web Information Systems Engineering and Internet Technologies Book Series
DOI: https://doi.org/10.1007/978-1-4419-7735-9
Publisher: Springer New York, NY
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Science+Business Media, LLC 2011
Hardcover ISBN: 978-1-4419-7734-2Published: 28 October 2010
Softcover ISBN: 978-1-4614-2718-6Published: 01 December 2012
eBook ISBN: 978-1-4419-7735-9Published: 20 October 2010
Series ISSN: 2627-1753
Series E-ISSN: 2627-1761
Edition Number: 1
Number of Pages: XVII, 210
Topics: Information Systems Applications (incl. Internet), Information Storage and Retrieval, User Interfaces and Human Computer Interaction