000 02637cam a2200265 i 4500
005 20160322165205.0
008 101018t20112011enka b 001 0 eng
020 _a9780521896139
041 _aeng
082 0 0 _a004.8NLP
_bMIH
100 1 _aMihalcea, Rada,
_92073
245 1 0 _aGraph-based natural language processing and information retrieval /
_cRada Mihalcea, Dragomir Radev.
260 _aCambridge ;
_aNew York :
_bCambridge University Press,
_c2011, ©2011.
300 _aviii, 192 pages :
505 8 _aMachine 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.
520 _a"This book extensively covers the use of graph-based algorithms for natural language processing and information retrieval"--
520 _a"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"--
650 0 _aNatural language processing (Computer science)
_9297
650 0 _aGraphical user interfaces (Computer systems)
_92074
700 1 _aRadev, Dragomir,
_92075
856 4 2 _uhttp://catdir.loc.gov/catdir/enhancements/fy1101/2010044578-d.html
856 4 1 _uhttp://catdir.loc.gov/catdir/enhancements/fy1101/2010044578-t.html
856 4 2 _uhttp://catdir.loc.gov/catdir/enhancements/fy1101/2010044578-b.html
942 _cBK
999 _c155859
_d155859