Advances in Data Mining: Applications in E-Commerce, Medicine, and Knowledge Management (Lecture Notes in Computer Science, 2394)

ISBN 10: 3540441166 / ISBN 13: 9783540441168

Editore: Springer, 2002

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Dati bibliografici

• Titolo: Advances in Data Mining: Applications in E-Commerce, Medicine, and Knowledge Management (Lecture Notes in Computer Science, 2394)
• Editore: Springer
• Data di pubblicazione: 2002
• Lingua: Inglese
• ISBN 10: 3540441166
• ISBN 13: 9783540441168
• Rilegatura: Brossura
• Condizione: New

Descrizione articolo

Riassunto

This book presents six thoroughly reviewed and revised full papers describing selected projects on data mining.
Three papers deal with data mining and e-commerce, focusing on sequence rule analysis, association rule mining and knowledge discovery in databases, and intelligent e-marketing with Web mining. One paper is devoted to experience management and process learning. The last two papers report on medical applications, namely on genomic data processing and on case-based reasoning for prognosis of influenza.

Contenuti

Data Mining and E-commerce.- Sequence Rules for Web Clickstream Analysis.- Data Mining of Association Rules and the Process of Knowledge Discovery in Databases.- Intelligent E-marketing with Web Mining, Personalization, and User-Adpated Interfaces.- Knowledge Management and Data Mining.- The indiGo Project: Enhancement of Experience Management and Process Learning with Moderated Discourses.- Medical Applications.- Genomic Data Explosion — The Challenge for Bioinformatics?.- Case-Based Reasoning for Prognosis of Threatening Influenza Waves.