Natural Language Information Retrieval - Text, Speech and Language Technology - Strzalkowski - Grāmatas - Springer - 9780792356851 - 1999. gada 30. aprīlis
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Natural Language Information Retrieval - Text, Speech and Language Technology 1999 edition

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Since we assume that the information is primarily encoded as text, IR is also a natural language processing problem: in order to decide if a document is relevant to a given information need, one needs to be able to understand its content.


Marc Notes: Includes bibliographical references and index. Table of Contents: Preface. Contributing Authors. 1. What is the Role of NLP in Text Retrieval? K. S. Jones. 2. NLP for Term Variant Extraction: Synergy Between Morphology, Lexicon, and Syntax; C. Jacquemin, E. Tzoukermann. 3. Combining Corpus Linguistics and Human Memory Models for Automatic Term Association; G. Ruge. 4. Using NLP or NLP Resources for Information Retrieval Tasks; A. F. Smeaton. 5. Evaluating Natural Language Processing Techniques in Information Retrieval; T. Strzalkowski, et al. 6. Stylistic Experiments in Information Retrieval; J. Karlgren. 7. Extraction-Based Text Categorization: Generating Domain-Specific Role Relationships Automatically; E. Riloff, J. Lorenzen. 8. LaSIE Jumps the Gate; Y. Wilks, R. Gaizauskas. 9. Phrasal Terms in Real-World IR Applications; J. Zhou. 10. Name Recognition and Retrieval Performance; P. Thompson, C. Dozier. 11. Collage: An NLP Toolset to Support Boolean Retrieval; J. Cowie. 12. Document Classification and Routing; L. Guthrie, et al. 13. Murax: Finding and Organizing Answers from Text Search; J. Kupiec. 14. The Use of Categories and Clusters for Organizing Retrieval Results; M. Hearst. Index. Publisher Marketing: Natural Language Processing (NLP), hitherto a largely academic discipline, has found itself at the centre of an information revolution ushered in by the Internet age, as demand for human-computer communication and information access has exploded. Emerging applications in computer-assisted information production and dissemination, automated understanding of news, understanding of spoken language, and processing of foreign languages have given impetus to research that has resulted in a new generation of robust tools, systems, and commercial products.

Mediji Grāmatas     Hardcover Book   (Grāmata ar cieto muguriņu un vāku)
Izlaists 1999. gada 30. aprīlis
ISBN13 9780792356851
Izdevēji Springer
Lapas 384
Izmēri 210 × 297 × 23 mm   ·   775 g
Valoda Angļu  
Redaktors Strzalkowski, T.

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