Natural Language Processing and Text Mining

Description

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.






http://rapidshare.com/files/210215008/NatLanProc.zip

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1. Ebooks list page : 2507
2. Systemic Text Generation as Problem Solving (Studies in Natural Language Processing)
3. Natural Language Processing for Online Applications: Text Retrieval, Extraction, and Categorization
4. Text Resources and Lexical Knowledge: Selected Papers from the 9th Conference on Natural Language Processing KONVENS 2008
5. Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition
6. Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognitio
7. The Lexical Basis of Sentence Processing: Formal, Computational and Experimental Issues (Natural Language Processing)
8. Survey of the State of the Art in Human Language Technology (Studies in Natural Language Processing)
9. Natural Language Processing with Python
10. Foundations of Statistical Natural Language Processing
11. [share_ebook] Natural Language Processing with Python
12. Foundations of Statistical Natural Language Processing
13. Foundations of Statistical Natural Language Processing
14. Recent Advances in Natural Language Processing IV
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