Handbook of Natural Language Processing (Chapman & Hall/CRC: Machine Learning & Pattern Recognition) - Hardcover

Hardcover

ISBN 10: 1420085921 ISBN 13: 9781420085921

Verlag: Chapman and Hall/CRC, 2010

Inhaltsangabe

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 Along with removing outdated material, this edition updates every chapter and expands the content to include emerging areas, such as sentiment analysis.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.

Über diesen Titel

Über die Autorin bzw. den Autor

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.

Details zur Ausgabe

• Verlag: Chapman and Hall/CRC
• Erscheinungsdatum: 2010
• Sprache: Englisch
• ISBN 10: 1420085921
• ISBN 13: 9781420085921
• Einband: Gebundene Ausgabe
• Auflage: 2
• Anzahl der Seiten: 704
• Herausgeber: Indurkhya Nitin, Damerau Fred J.
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar