Advances in Data Mining (original) (raw)
Overview
Editors:
- Petra Perner
- Institute of Computer Vision and Applied Science, Leipzig, Germany
Includes supplementary material: sn.pub/extras
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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.
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Table of contents (6 chapters)
Data Mining and E-commerce
Knowledge Management and Data Mining
Medical Applications
Editors and Affiliations
Institute of Computer Vision and Applied Science, Leipzig, Germany
Petra Perner
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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 Computer Science
- DOI: https://doi.org/10.1007/3-540-46131-0
- Publisher: Springer Berlin, Heidelberg
- eBook Packages: Springer Book Archive
- Copyright Information: Springer-Verlag Berlin Heidelberg 2002
- Softcover ISBN: 978-3-540-44116-8Published: 21 August 2002
- eBook ISBN: 978-3-540-46131-9Published: 02 August 2003
- Series ISSN: 0302-9743
- Series E-ISSN: 1611-3349
- Edition Number: 1
- Number of Pages: VIII, 112
- Topics: Database Management, Artificial Intelligence, Computers and Society, Health Informatics