Natural Language Processing and Text Mining

Name: Natural Language Processing and Text Mining
Brand: Springer London Ltd
SKU: 9781849965583
Price: 718.5 RON
Availability: InStock

Autor: Anne Kao, Steve R. Poteet

Limbă:

Legare: Carte broșată

Editura: Springer London Ltd

Disponibilitate: În depozitul extern

Expediem în 5-8 zile

718.50 lei

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

Informații despre carte

Autor

Anne Kao, Steve R. Poteet

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2010

Pagini

265

EAN

9781849965583

ISBN

1849965587

Enbook ID

01434481

Editura

Springer London Ltd

Greutate

433

Dimensiuni

155 x 235 x 16

Descriere completă

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.

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Natural Language Processing and Text Mining

Informații despre carte

Descriere completă

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și