Advances in Knowledge Discovery and Management - Couverture rigide

Couverture rigide

ISBN 10 : 3642358543 ISBN 13 : 9783642358548

Editeur : Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 2012

Synopsis

The recent and novel research contributions collected in this book are extended and
reworked versions of a selection of the best papers that were originally presented in
French at the EGC'2011 Conference held in Brest, France, on January 2011.
EGC stands for "Extraction et Gestion des connaissances" in French, and means "Knowledge Discovery and Management" or KDM.
KDM is concerned with the works in computer science at the interface between data and knowledge; such as Data Mining, Knowledge Discovery, Business Intelligence, Knowledge Engineering and Semantic Web.

This book is intended to be read by all researchers interested in these fields, including
PhD or MSc students, and researchers from public or private laboratories. It
concerns both theoretical and practical aspects of KDM.

This book has been structured in two parts.
The first part, entitled "Data Mining, classification and queries", deals with rule and pattern mining, with topological approaches
and with OLAP.
The second part of the book, entitled "Ontology and Semantic", is related
to knowledge-based and user-centered approaches in KDM.

A propos du livre

Présentation de l'éditeur

During the last decade, the French-speaking scientific community developed a very strong research activity in the field of Knowledge Discovery and Management (KDM or EGC for "Extraction et Gestion des Connaissances" in French), which is concerned with, among others, Data Mining, Knowledge Discovery, Business Intelligence, Knowledge Engineering and SemanticWeb. The recent and novel research contributions collected in this book are extended and reworked versions of a selection of the best papers that were originally presented in French at the EGC 2009 Conference held in Strasbourg, France on January 2009. The volume is organized in four parts. Part I includes five papers concerned by various aspects of supervised learning or information retrieval. Part II presents five papers concerned with unsupervised learning issues. Part III includes two papers on data streaming and two on security while in Part IV the last four papers are concerned with ontologies and semantic.

Détails de l'édition

• Éditeur: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
• Date d'édition: 2012
• Langue: anglais
• ISBN 10: 3642358543
• ISBN 13: 9783642358548
• Reliure: Relié
• Nombre de pages: 222
• Éditeur: Guillet Fabrice, Pinaud Bruno, Venturini Gilles, Zighed Djamel Abdelkader
• Coordonnées du fabricant: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3; Heidelberg; 69115; Allemagne