04436cam a2200769Ka 4500 ocn828423655 OCoLC 20171107094753.0 m o d cr cnu---unuuu 130225s2012 enka ob 001 0 eng d 9781118562833 (electronic bk.) 1118562836 (electronic bk.) 9781118562796 (electronic bk.) 1118562798 (electronic bk.) 9781118562802 1118562801 9781848213227 1848213220 AU@ 000050718611 CHBIS 009914539 CHNEW 000600429 CHVBK 199573018 DEBBG BV042032172 DEBSZ 414176391 DEBSZ 431338914 DKDLA 820120-katalog:000696489 NZ1 15916296 (OCoLC)828423655 (OCoLC)828299297 (OCoLC)875668717 (OCoLC)960200310 (OCoLC)961544751 CL0500000413 Safari Books Online N$T eng pn N$T DG1 E7B IDEBK UMI COO RIV OCLCO DEBBG YDXCP EBLCP DEBSZ OCLCO OCLCQ OCLCO OCLCQ OCLCO OCLCQ OCLCO LOA OCLCO DG1 OCLCQ MAIN QA76.9.T48 T56 2012eb COM 058000 bisacsh COM 022000 bisacsh 005.52 23 Textual information access : statistical models / edited by Eric Gaussier, François Yvon. [electronic resource] London : ISTE ; Hoboken, NJ : Wiley, 2012. 1 online resource (xvi, 429 pages) : illustrations. text txt rdacontent computer c rdamedia online resource cr rdacarrier ISTE Includes bibliographical references and index. 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. 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. Print version record. Text processing (Computer science) Statistical methods. Automatic indexing. Discourse analysis Data processing. Automatic indexing. Discourse analysis Data processing. Text processing (Computer science) Statistical methods. COMPUTERS Desktop Applications Word Processing. bisacsh COMPUTERS Digital media Desktop Publishing. bisacsh Tractament de textos Informàtica. lemac Indexació automàtica. lemac Anàlisi del discurs. lemac Electronic books. Llibres electrònics. Gaussier, Eric. Yvon, François. Print version: Textual information access. London : ISTE ; Hoboken, NJ : Wiley, 2012 9781848213227 (DLC) 2011041292 (OCoLC)759177310 ISTE. http://onlinelibrary.wiley.com/book/10.1002/9781118562796 Wiley Online Library ddc BK 206482 206482