Graph-based Natural Language Processing and Information Retrieval

Name: Graph-based Natural Language Processing and Information Retrieval
Brand: Cambridge University Press
SKU: 9780521896139
Price: 466.49 RON
Availability: InStock

Autor: Rada F Mihalcea

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Legare: Copertă tare

Editura: Cambridge University Press

Disponibilitate: În depozitul extern

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466.49 lei

Graph theory and the fields of natural language processing and information retrieval are well-studie...

Informații despre carte

Autor

Rada F Mihalcea

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2011

Pagini

202

EAN

9780521896139

ISBN

0521896134

Enbook ID

04390672

Editura

Cambridge University Press

Greutate

436

Dimensiuni

165 x 236 x 11

Descriere completă

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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