Natural Language Processing and Text Mining

Name: Natural Language Processing and Text Mining
Brand: Springer London Ltd
SKU: 9781849965583
Price: 129.67 EUR
Availability: InStock

Autor: Anne Kao, Steve R. Poteet

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer London Ltd

Dostupnosť: Skladom u dodávateľa

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129.67 €

With the increasing importance of the Web and other text-heavy application areas, the demands for an...

Informácie o knihe

Autor

Anne Kao, Steve R. Poteet

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2010

Stránok

265

EAN

9781849965583

ISBN

1849965587

Enbook ID

01434481

Vydavateľ

Springer London Ltd

Hmotnosť

433

Rozmery

155 x 235 x 16

Kompletný popis

With the increasing importance of the Web and other text-heavy application areas, the demands for and interest in both text mining and natural language processing (NLP) have been rising. Researchers in text mining have hoped that NLP the attempt to extract a fuller meaning representation from free text can provide useful improvements to text mining applications of all kinds.§Bringing together a variety of perspectives from internationally renowned researchers, Natural Language Processing and Text Mining not only discusses applications of certain NLP techniques to certain Text Mining tasks, but also the converse, i.e., use of Text Mining to facilitate NLP. It explores a variety of real-world applications of NLP and text-mining algorithms in comprehensive detail, placing emphasis on the description of end-to-end solutions to real problems, and detailing the associated difficulties that must be resolved before the algorithm can be applied and its full benefits realized. In addition, it explores a number of cutting-edge techniques and approaches, as well as novel ways of integrating various technologies. Nevertheless, even readers with only a basic knowledge of data mining or text mining will benefit from the many illustrative examples and solutions.§Topics and features: Describes novel and high-impact text mining and/or natural language applications Points out typical traps in trying to apply NLP to text mining Illustrates preparation and preprocessing of text data offering practical issues and examples Surveys related supporting techniques, problem types, and potential technique enhancements Examines the interaction of text mining and NLP§This state-of-the-art, practical volume will be an essential resource for professionals and researchers who wish to learn how to apply text mining and language processing techniques to real world problems. In addition, it can be used as a supplementary text for advanced students studying text mining and NLP.Natural Language Processing and Text Mining not only discusses applications of Natural Language Processing techniques to certain Text Mining tasks, but also the converse, the use of Text Mining to assist NLP. It assembles a diverse views from internationally recognized researchers and emphasizes caveats in the attempt to apply Natural Language Processing to text mining. This state-of-the-art survey is a must-have for advanced students, professionals, and researchers.

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