Advances in data mining : applications in E-commerce, medicine, and knowledge management

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...

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מידע ביבליוגרפי
מחבר ראשי: Perner, Petra, 1958-
פורמט: Livre numérique
שפה:Anglais
יצא לאור: Berlin [etc.] : Springer [20..].
Cham : Springer Nature
סדרה:Lecture notes in computer science. Lecture notes in artificial intelligence 2394
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Accès Université d'Orléans
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הערה: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• Advances in data mining, applications in E-commerce, medicine, and knowledge management, Petra Perner, ed., Berlin, Springer, 2002, 1 vol. (107 p.), Lecture notes in computer science, 3-540-44116-6
• Advances in Data Mining, Texte imprimé, 9783540830207
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505 0 |a 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. 
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520 |a 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. 
650 |a Informatique 
650 |a Intelligence artificielle 
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650 |a Médecine  |x Informatique 
650 |a Médecine 
650 |a Commerce électronique 
650 |a Culture numérique 
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