Text Mining: Classification, Clustering, and Applications - Couverture rigide

Livre 11 sur 56: Chapman & Hall/CRC Data Mining and Knowledge Discovery
 
9781420059403: Text Mining: Classification, Clustering, and Applications
Couverture rigide
ISBN 10 : 1420059408 ISBN 13 : 9781420059403
Editeur : Chapman & Hall/CRC, 2009

Synopsis

The Definitive Resource on Text Mining Theory and Applications from Foremost Researchers in the Field

Giving a broad perspective of the field from numerous vantage points, Text Mining: Classification, Clustering, and Applications focuses on statistical methods for text mining and analysis. It examines methods to automatically cluster and classify text documents and applies these methods in a variety of areas, including adaptive information filtering, information distillation, and text search.

The book begins with chapters on the classification of documents into predefined categories. It presents state-of-the-art algorithms and their use in practice. The next chapters describe novel methods for clustering documents into groups that are not predefined. These methods seek to automatically determine topical structures that may exist in a document corpus. The book concludes by discussing various text mining applications that have significant implications for future research and industrial use.

There is no doubt that text mining will continue to play a critical role in the development of future information systems and advances in research will be instrumental to their success. This book captures the technical depth and immense practical potential of text mining, guiding readers to a sound appreciation of this burgeoning field.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Ashok N. Srivastava is the Principal Investigator of the Integrated Vehicle Health Management research project in the NASA Aeronautics Research Mission Directorate. Dr. Srivastava also leads the Intelligent Data Understanding group at NASA Ames Research Center.

Mehran Sahami is an Associate Professor and Associate Chair for Education in the computer science department at Stanford University.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Chapman & Hall/CRC
Date d'édition
2009
Langue
anglais
ISBN 10 
1420059408
ISBN 13 
9781420059403
Reliure
Relié
Nombre de pages
290
Éditeur
Srivastava Ashok, Sahami Mehran
Coordonnées du fabricant
non disponible
Personne responsable
gpsr@libri.de
gpsr@libri.de

Friedensallee 273
Hamburg
22763
Allemagne

Autres éditions populaires du même titre

9780367412388: Text Mining: Classification, Clustering, and Applications, 1st Edition (Special Indian Edition / Reprint Year : 2020)

Edition présentée

ISBN 10 :  0367412381 ISBN 13 :  9780367412388
Editeur : Chapman and Hall/CRC, 2020
Couverture rigide