TY  - BOOK
AU  - Gaussier,Eric
AU  - Yvon,Francois
TI  - Textual information access: statistical models 
SN  - 9781848213227
U1  - 000SB:005.52 23
PY  - 2012///
CY  - London, Hoboken, NJ
PB  - ISTE, John Wiley
KW  - Text processing (Computer science)
KW  - Statistical methods
KW  - Automatic indexing
KW  - Discourse analysis
KW  - Data processing
N1  - Includes bibliographical references and index; 1. Probabilistic models for information retrieval / Stépahne Clinchant and Eric Gaussier --
2. Learnable ranking models for automatic text summarization and information retrieval / Massih-Reza Amini [and others] --
3. Logistic regression and text classification / Sujeevan Aseervatham [and others] --
4. Kernel methods for textual information access / Jean-Michel Renders --
5. Topic-based generative models for text information access / Jean-Cédric Chappelier --
6. Conditional random fields for information extraction / Isabelle Tellier and Marc Tommasi --
7. Statistical methods for machine translation / Alexandre Allauzen and François Yvon --
8. Information mining: methods and interfaces for accessing complex information / Josiane Mothe, Kurt Englmeier, and Fionn Murtagh --
9. Opinion detection as a topic classification problem / Juan-Manuel Torres-Moreno [and others] --
Appendix: A. Probabilistic models: an introduction / François Yvon --
List of Authors --
Index
N2  - This book presents statistical models that have recently been developed within several research communities to access information contained in text collections
UR  - http://www.loc.gov/catdir/enhancements/fy1205/2011041292-d.html
UR  - http://www.loc.gov/catdir/enhancements/fy1402/2011041292-t.html
ER  -