Handbook of Natural Language Processing - Couverture rigide

Livre 1 sur 15: Chapman & Hall/Crc Machine Learning & Pattern Recognition
 
9781420085921: Handbook of Natural Language Processing
Couverture rigide
ISBN 10 : 1420085921 ISBN 13 : 9781420085921
Editeur : Chapman & Hall/CRC, 2010

Synopsis

The Handbook of Natural Language Processing, Second Edition presents practical tools and techniques for implementing natural language processing in computer systems. Along with removing outdated material, this edition updates every chapter and expands the content to include emerging areas, such as sentiment analysis.

New to the Second Edition

  • Greater prominence of statistical approaches
  • New applications section
  • Broader multilingual scope to include Asian and European languages, along with English
  • An actively maintained wiki (http: //handbookofnlp.cse.unsw.edu.au) that provides online resources, supplementary information, and up-to-date developments

Divided into three sections, the book first surveys classical techniques, including both symbolic and empirical approaches. The second section focuses on statistical approaches in natural language processing. In the final section of the book, each chapter describes a particular class of application, from Chinese machine translation to information visualization to ontology construction to biomedical text mining. Fully updated with the latest developments in the field, this comprehensive, modern handbook emphasizes how to implement practical language processing tools in computational systems.

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

À propos de l?auteur

Nitin Indurkhya is an associate professor in the School of Computer Science and Engineering at the University of New South Wales in Sydney, Australia. He is also the founder and president of Data-Miner Pty Ltd, which offers education, training, and consulting services in data/text analytics and human language technologies.

Before his death, Fred J. Damerau was a researcher at IBM's Thomas J. Watson Research Center in Yorktown Heights, New York, where he worked on machine learning approaches to natural language processing.

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
2010
Langue
anglais
ISBN 10 
1420085921
ISBN 13 
9781420085921
Reliure
Relié
Numéro d'édition
2
Nombre de pages
702
Éditeur
Indurkhya Nitin, Damerau Fred J.
Coordonnées du fabricant
non disponible
Personne responsable
non disponible

Autres éditions populaires du même titre

9781498798105: Handbook Of Natural Language Processing, 2Nd Edition

Edition présentée

ISBN 10 :  1498798101 ISBN 13 :  9781498798105
Couverture rigide