Lecture Notes in Artificial Intelligence Lect.Notes Computer. Hot Topics

Advances in Data Mining

Applications in E-Commerce, Medicine, and Knowledge Management

Editors: Perner, Petra (Ed.)

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About this book

This book presents papers describing selected projects on the topic of data mining in fields like e commerce, medicine, and knowledge management. The objective is to report on current results and at the same time to give a review on the present activities in this field in Germany. An effort has been made to include the latest scientific results, as well as lead the reader to the various fields of activity and the problems related to them. Knowledge discovery on the basis of web data is a wide and fast growing area. E commerce is the principal theme of motivation in this field, as companies invest large sums in the electronic market, in order to maximize their profits and minimize their risks. Other applications are telelearning, teleteaching, service support, and citizen information systems. Concerning these applications, there is a great need to understand and support the user by means of recommendation systems, adaptive information systems, as well as by personalization. In this respect Giudici and Blanc present in their paper procedures for the generation of associative models from the tracking behavior of the user. Perner and Fiss present in their paper a strategy for intelligent e marketing with web mining and personalization. Methods and procedures for the generation of associative rules are presented in the paper by Hipp, Güntzer, and Nakhaeidizadeh.

Table of contents (6 chapters)

Table of contents (6 chapters)
  • Sequence Rules for Web Clickstream Analysis

    Pages 1-14

    Blanc, Erika (et al.)

  • Data Mining of Association Rules and the Process of Knowledge Discovery in Databases

    Pages 15-36

    Hipp, Jochen (et al.)

  • Intelligent E-marketing with Web Mining, Personalization, and User-Adpated Interfaces

    Pages 37-52

    Perner, Petra (et al.)

  • The indiGo Project: Enhancement of Experience Management and Process Learning with Moderated Discourses

    Pages 53-79

    Althoff, Klaus-Dieter (et al.)

  • Genomic Data Explosion — The Challenge for Bioinformatics?

    Pages 80-98

    Glass, Änne (et al.)

Buy this book

eBook $64.99
price for USA in USD
  • ISBN 978-3-540-46131-9
  • 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 Data Mining
Book Subtitle
Applications in E-Commerce, Medicine, and Knowledge Management
Editors
  • Petra Perner
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
2394
Copyright
2002
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-46131-9
DOI
10.1007/3-540-46131-0
Softcover ISBN
978-3-540-44116-8
Edition Number
1
Number of Pages
VIII, 112
Topics