Text Mining: Classification, Clustering, and Applications: 10 (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) - Hardcover

Hardcover

ISBN 10: 1420059408 ISBN 13: 9781420059403

Verlag: Chapman and Hall/CRC, 2009

Inhaltsangabe

Giving a broad perspective of the field from numerous vantage points, Text Mining 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 the classification of documents into predefined categories and then describes novel methods for clustering documents into groups that are not predefined. It concludes with various text mining applications that have significant implications for future research and industrial use.

Über diesen Titel

Über die Autorin bzw. den Autor

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.

Details zur Ausgabe

• Verlag: Chapman and Hall/CRC
• Erscheinungsdatum: 2009
• Sprache: Englisch
• ISBN 10: 1420059408
• ISBN 13: 9781420059403
• Einband: Tapa dura
• Auflage: 1
• Anzahl der Seiten: 330
• Herausgeber: Srivastava Ashok N., Sahami Mehran
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar