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Graph-based natural language processing and information retrieval /
"This book extensively covers the use of graph-based algorithms for natural language processing and information retrieval"--
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
New York :
Cambridge University Press,
2011, ©2011.
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| Temas: | |
| Acceso en línea: | Texto completo |
| Sumario: | "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"-- |
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| Descripción Física: | 1 online resource (viii, 192 pages) : illustrations |
| Bibliografía: | Includes bibliographical references and index. |
| ISBN: | 9781139077095 9781139069076 1139077090 9780511976247 0511976240 1139081659 9781139081658 1139069071 |