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Natural language processing and text mining

Author: Anne Kao; Stephen R Poteet
Publisher: New York ; London : Springer, ©2007.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

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  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Anne Kao; Stephen R Poteet
ISBN: 9781846281754 184628175X 9781846287541 1846287545
OCLC Number: 77793471
Description: xii, 265 pages : illustrations ; 25 cm
Contents: 1. Overview / Anne Kao and Stephen R. Poteet --
2. Extracting product features and opinions from reviews / Ana-Maria Popescu and Oren Etzioni --
3. Extracting relations from text : from word sequences to dependency paths / Razvan C. Bunescu and Raymond J. Mooney --
4. Mining diagnostic text reports by learning to annotate knowledge roles / Eni Mustafaraj, Martin Hoof and Bernd Freisleben --
5. A case study in natural language based web search / Giovanni Marchisio, Navdeep Dhillon, Jisheng Liang, Carsten Tusk, Krzysztof Koperski, Thien Nguyen, Dan White and Lubos Pochman --
6. Evaluating self-explanations in iSTART : word matching, latent semantic analysis, and topic models / Chutima Boonthum, Irwin B. Levinstein and Danielle S. McNamara --
7. Textual signatures : identifying text-types using latent semantic analysis to measure the cohesion of text structures / Philip M. McCarthy, Stephen W. Briner, Vasile Rus and Danielle S. McNamara --
8. Automatic document separation : a combination of probabilistic classification and finite-state sequence modeling / Mauritius A.R. Schmidtler and Jan W. Amtrup --
9. Evolving explanatory novel patterns for semantically-based text mining / John Atkinson --
10. Handling of imbalanced data in text classification : category-based term weights / Ying Liu, Han Tong Loh, Kamal Youcef-Toumi and Shu Beng Tor --
11. Automatic evaluation of ontologies / Janez Brank, Marko Grobelnik and Dunja Mladenic --
12. Linguistic computing with UNIX tools / Lothar M. Schmitt, Kiel Christianson and Renu Gupta.
Responsibility: Anne Kao and Stephen R. Poteet, eds.
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From the reviews:"The papers in this book describe a range of natural language processing (NLP) techniques and applications, all originating from an ACM Special Interest Group on Knowledge Discovery Read more...

 
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