The Nile on eBay Handbook of Natural Language Processing by Nitin Indurkhya, Fred J. Damerau
Provides a comprehensive, modern reference of practical tools and techniques for implementing natural language processing in computer systems. This title covers classical methods, empirical and statistical techniques, and various applications. It describes how the techniques can be applied to European and Asian languages as well as English.
FORMATHardcover LANGUAGEEnglish CONDITIONBrand New Publisher Description
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 Along with removing outdated material, this edition updates every chapter and expands the content to include emerging areas, such as sentiment analysis.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 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.
Back Cover
Renowned International Experts Discuss Key Concepts and Novel ApplicationsThis handbook provides a comprehensive, modern reference of practical tools and techniques for implementing natural language processing in computer systems. It covers classical methods, empirical and statistical techniques, and various applications. Taking a global, multilingual approach, the book describes how the techniques can be applied to European and Asian languages as well as English. With more than 75% new and expanded material, this edition is fully updated to include emerging areas, such as sentiment analysis. Along with web links, the companion wiki provides updates to chapters to reflect the ongoing developments in this evolving field.
Author Biography
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.
Table of Contents
Classical Approaches. Empirical and Statistical Approaches. Applications. Index.
Review
! The need for a revised second edition of this book arose because of the growth of the field and the introduction of new methods. ! The chapters have been exhaustively reviewed to maintain quality and homogeneity. The handbook has numerous diagrams and tables. The chapters are arranged so that they may be read independently. The style of presentation is good and the index is useful. Adequate references to current literature are provided. When compared to the previous edition, this edition focuses on statistical approaches, new and emerging applications, and multilingual scope, and has an actively maintained Wiki. Outdated chapters present in the first edition have been removed, and the remaining chapters have been rewritten and updated to reflect current trends and applications. When compared to other handbooks on NLP, this one is cheaper and certainly worth every penny. It provides a lot of useful information to those who are interested in NLP and its applications. ! I highly recommend this handbook to practitioners of NLP as a very useful resource. --Computing Reviews, January 2011 ! If you need a readable introduction to this important subject -- this is it. ! This is a good way to get into NLP. ! this does provide a basic course on the subject suitable both for academic and practical development. Highly recommended. --Mike James, iProgrammer, 2010
Review Quote
... The need for a revised second edition of this book arose because of the growth of the field and the introduction of new methods. ... The chapters have been exhaustively reviewed to maintain quality and homogeneity. The handbook has numerous diagrams and tables. The chapters are arranged so that they may be read independently. The style of presentation is good and the index is useful. Adequate references to current literature are provided. When compared to the previous edition, this edition focuses on statistical approaches, new and emerging applications, and multilingual scope, and has an actively maintained Wiki. Outdated chapters present in the first edition have been removed, and the remaining chapters have been rewritten and updated to reflect current trends and applications. When compared to other handbooks on NLP, this one is cheaper and certainly worth every penny. It provides a lot of useful information to those who are interested in NLP and its applications. ... I highly recommend this handbook to practitioners of NLP as a very useful resource. --Computing Reviews, January 2011 ... the handbook covers the wide area of NLP and its applications. This will essentially help researchers and graduate students to access starting-point material for a particular area of interest. The handbook also covers the associated algorithms with examples which will help to develop prototype systems ... a high quality compilation of up-to-date theories and applications of NLP. -- Sandipan Dandapat ... If you need a readable introduction to this important subject -- this is it. ... This is a good way to get into NLP. ... this does provide a basic course on the subject suitable both for academic and practical development. Highly recommended. --Mike James, iProgrammer, 2010 handbook to practitioners of NLP as a very useful resource. --Computing Reviews, January 2011 ... the handbook covers the wide area of NLP and its applications. This will essentially help researchers and graduate students to access starting-point material for a particular area of interest. The handbook also covers the associated algorithms with examples which will help to develop prototype systems ... a high quality compilation of up-to-date theories and applications of NLP. -- Sandipan Dandapat ... If you need a readable introduction to this important subject -- this is it. ... This is a good way to get into NLP. ... this does provide a basic course on the subject suitable both for academic and practical development. Highly recommended. --Mike James, iProgrammer, 2010
Details ISBN1420085921 Language English Edition 2nd ISBN-10 1420085921 ISBN-13 9781420085921 Media Book Format Hardcover Year 2010 Imprint Chapman & Hall/CRC Replaces 9780824790004 Edited by Fred J. Damerau DEWEY 006.35 Author Fred J. Damerau Short Title HANDBK OF NATURAL LANGUAGE PRO Affiliation Goshen, Connecticut, USA DOI 10.1604/9781420085921 Illustrations 29 Tables, black and white; 115 Illustrations, black and white AU Release Date 2010-02-22 NZ Release Date 2010-02-22 US Release Date 2010-02-22 UK Release Date 2010-02-22 Pages 702 Publisher Taylor & Francis Ltd Edition Description 2nd edition Series Chapman & Hall/CRC Machine Learning & Pattern Recognition Publication Date 2010-02-22 Alternative 9781498798105 Audience Professional & Vocational Country of Publication United Kingdom We've got this
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