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)
Tabla de Contenidos:
  • Probabilistic models for information retrieval / Stépahne Clinchant and Eric Gaussier
  • Learnable ranking models for automatic text summarization and information retrieval / Massih-Réza Amini [and others]
  • Logistic regression and text classification / Sujeevan Aseervatham [and others]
  • Kernel methods for textual information access / Jean-Michel Renders
  • Topic-based generative models for text information access / Jean-Cédric Chappelier
  • Conditional random fields for information extraction / Isabelle Tellier and Marc Tommasi
  • Statistical methods for machine translation / Alexandre Allauzen and François Yvon
  • Information mining: methods and interfaces for accessing complex information / Josiane Mothe, Kurt Englmeier, and Fionn Murtagh
  • Opinion detection as a topic classification problem / Juan-Manuel Torres-Moreno [and others]
  • Appendix: A. Probabilistic models: an introduction / François Yvon.

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