Textual information access statistical models

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
Otros Autores: Gaussier, Eric (-), Yvon, François
Formato: Libro electrónico
Idioma:Inglés
Publicado: London : Hoboken, N.J. : ISTE ; Wiley 2012.
Edición:1st edition
Colección:ISTE
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009628492206719
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
Notas:Description based upon print version of record.
Descripción Física:1 online resource (449 p.)
Bibliografía:Includes bibliographical references and index.
ISBN:9781118562796
9781118562833
9781118562802