Textual information access : statistical models /

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This book presents statistical models that have recently been developed within several research communities to access information contained in text collections. The problems considered are linked to applications aiming at facilitating information access:- information extraction and retrieval;- text...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Gaussier, Eric, Yvon, François
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Hoboken, NJ : ISTE ; Wiley, 2012.
Colección:ISTE.
Temas:
Text processing (Computer science) > Statistical methods.
Automatic indexing.
Discourse analysis > Data processing.
Traitement de texte > Méthodes statistiques.
Indexation automatique.
COMPUTERS > Desktop Applications > Word Processing.
COMPUTERS > Digital media > Desktop Publishing.
Automatic indexing
Discourse analysis > Data processing
Tractament de textos > Informàtica.
Indexació automàtica.
Anàlisi del discurs.
Llibres electrònics.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Descripción
Sumario:This book presents statistical models that have recently been developed within several research communities to access information contained in text collections. The problems considered are linked to applications aiming at facilitating information access:- information extraction and retrieval;- text classification and clustering;- opinion mining;- comprehension aids (automatic summarization, machine translation, visualization). In order to give the reader as complete a description as possible, the focus is placed on the probability models used in the applications.
Descripción Física:1 online resource (xvi, 429 pages) : illustrations
Bibliografía:Includes bibliographical references and index.
ISBN:9781118562833
1118562836
9781118562796
1118562798
9781118562802
1118562801

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