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Lecture Notes in Artificial Intelligence

Advances in Web Mining and Web Usage Analysis

7th International Workshop on Knowledge Discovery on the Web, WEBKDD 2005, Chicago, IL, USA, August 21, 2005, Revised Papers

Editors: Nasraoui, O., Zaiane, O., Spiliopoulou, M., Mobasher, M., Masand, B., Yu, P. (Eds.)

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About this book

Thisbookcontainsthepostworkshopproceedingsofthe7thInternationalWo- shop on Knowledge Discovery from the Web, WEBKDD 2005. The WEBKDD workshop series takes place as part of the ACM SIGKDD International Conf- ence on Knowledge Discovery and Data Mining (KDD) since 1999. The discipline of data mining delivers methodologies and tools for the an- ysis of large data volumes and the extraction of comprehensible and non-trivial insights from them. Web mining, a much younger discipline, concentrates on the analysisofdata pertinentto theWeb.Web mining methods areappliedonusage data and Web site content; they strive to improve our understanding of how the Web is used, to enhance usability and to promote mutual satisfaction between e-business venues and their potential customers. In the last years, the interest for the Web as medium for communication, interaction and business has led to new challenges and to intensive, dedicated research. Many of the infancy problems in Web mining have now been solved but the tremendous potential for new and improved uses, as well as misuses, of the Web are leading to new challenges.

Table of contents (9 chapters)

Table of contents (9 chapters)
  • Mining Significant Usage Patterns from Clickstream Data

    Pages 1-17

    Lu, Lin (et al.)

  • Using and Learning Semantics in Frequent Subgraph Mining

    Pages 18-38

    Berendt, Bettina

  • Overcoming Incomplete User Models in Recommendation Systems Via an Ontology

    Pages 39-57

    Schickel-Zuber, Vincent (et al.)

  • Data Sparsity Issues in the Collaborative Filtering Framework

    Pages 58-76

    GrĨar, Miha (et al.)

  • USER: User-Sensitive Expert Recommendations for Knowledge-Dense Environments

    Pages 77-95

    DeLong, Colin (et al.)

Buy this book

eBook $64.99
price for USA in USD
  • ISBN 978-3-540-46348-1
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $84.99
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Web Mining and Web Usage Analysis
Book Subtitle
7th International Workshop on Knowledge Discovery on the Web, WEBKDD 2005, Chicago, IL, USA, August 21, 2005, Revised Papers
Editors
  • Olfa Nasraoui
  • Osmar Zaiane
  • Myra Spiliopoulou
  • Manshad Mobasher
  • Brij Masand
  • Philip Yu
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
4198
Copyright
2006
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-46348-1
DOI
10.1007/11891321
Softcover ISBN
978-3-540-46346-7
Edition Number
1
Number of Pages
X, 182
Topics