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

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9781420085921: Handbook of Natural Language Processing (Chapman & Hall/CRC: Machine Learning & Pattern Recognition)
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 Along with removing outdated material, this edition updates every chapter and expands the content to include emerging areas, such as sentiment analysis.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.

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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.

Von der hinteren Coverseite

This comprehensive handbook presents practical tools and techniques for implementing natural language processing in computer systems. Along with removing outdated material, this edition offers greater prominence to statistical approaches and a broader multilingual scope to include Asian and European languages. It also contains a new applications section that covers many well-known and emerging applications, including machine translation, biomedical text mining, and sentiment analysis. In addition, an actively maintained companion wiki provides online resources, supplementary information, and current developments.

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Verlag
Chapman and Hall/CRC
Erscheinungsdatum
2010
Sprache
Englisch
ISBN 10 
1420085921
ISBN 13 
9781420085921
Einband
Gebundene Ausgabe
Auflage
2
Anzahl der Seiten
678
Herausgeber
Indurkhya Nitin, Damerau Fred J.
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
gpsr@libri.de
gpsr@libri.de

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