03280cam a2200385 i 4500 16506504 OSt 20150408114154.0 101018t20112011enka b 001 0 eng 2010044578 9780521896139 (OCoLC)ocn671573419 DLC eng DLC rda YDX YDXCP CDX DLC pcc QA76.9.N38 M53 2011 005.437 22 MRG COM042000 bisacsh Mihalcea, Rada, 1974- 40478 Graph-based natural language processing and information retrieval / Rada Mihalcea, Dragomir Radev. Cambridge ; New York : Cambridge University Press, 2011, �2011. viii, 192 pages : illustrations ; 24 cm Includes bibliographical references (pages 179-190) and index. Machine generated contents note: Part I. Introduction to Graph Theory: 1. Notations, properties, and representations; 2. Graph-based algorithms; Part II. Networks: 3. Random networks; 4. Language networks; Part III. Graph-Based Information Retrieval: 5. Link analysis for the world wide web; 6. Text clustering; Part IV. Graph-Based Natural Language Processing: 7. Semantics; 8. Syntax; 9. Applications. "This book extensively covers the use of graph-based algorithms for natural language processing and information retrieval"-- "Graph theory and the fields of natural language processing and information retrieval are well-studied disciplines. Traditionally, these areas have been perceived as distinct, with different algorithms, different applications, and different potential end-users. However, recent research has shown that these disciplines are intimately connected, with a large variety of natural language processing and information retrieval applications finding efficient solutions within graph-theoretical frameworks. This book extensively covers the use of graph-based algorithms for natural language processing and information retrieval. It brings together topics as diverse as lexical semantics, text summarization, text mining, ontology construction, text classification, and information retrieval, which are connected by the common underlying theme of the use of graph-theoretical methods for text and information processing tasks. Readers will come away with a firm understanding of the major methods and applications in natural language processing and information retrieval that rely on graph-based representations and algorithms"-- Natural language processing (Computer science) 40479 Graphical user interfaces (Computer systems) 40480 Radev, Dragomir, 1968- 40481 Publisher description http://catdir.loc.gov/catdir/enhancements/fy1101/2010044578-d.html Table of contents only http://catdir.loc.gov/catdir/enhancements/fy1101/2010044578-t.html Contributor biographical information http://catdir.loc.gov/catdir/enhancements/fy1101/2010044578-b.html 7 cbc orignew 1 ecip 20 y-gencatlg ddc DVD 32349 266849 0 2013-11-18 0 0 005.437 MRG 2013-11-18 CL CL 2013-11-18 00:00:00 BOOK ddc 0