000 04436cam a2200769Ka 4500
001 ocn828423655
003 OCoLC
005 20171107094753.0
006 m o d
007 cr cnu---unuuu
008 130225s2012 enka ob 001 0 eng d
020 _a9781118562833
_q(electronic bk.)
020 _a1118562836
_q(electronic bk.)
020 _a9781118562796
_q(electronic bk.)
020 _a1118562798
_q(electronic bk.)
020 _a9781118562802
020 _a1118562801
020 _z9781848213227
020 _z1848213220
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029 1 _aNZ1
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035 _a(OCoLC)828423655
_z(OCoLC)828299297
_z(OCoLC)875668717
_z(OCoLC)960200310
_z(OCoLC)961544751
037 _aCL0500000413
_bSafari Books Online
040 _aN$T
_beng
_epn
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_dDG1
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_dIDEBK
_dUMI
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049 _aMAIN
050 4 _aQA76.9.T48
_bT56 2012eb
072 7 _aCOM
_x058000
_2bisacsh
072 7 _aCOM
_x022000
_2bisacsh
082 0 4 _a005.52
_223
245 0 0 _aTextual information access : statistical models /
_cedited by Eric Gaussier, François Yvon.
_h[electronic resource]
260 _aLondon :
_bISTE ;
_aHoboken, NJ :
_bWiley,
_c2012.
300 _a1 online resource (xvi, 429 pages) :
_billustrations.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
490 1 _aISTE
504 _aIncludes bibliographical references and index.
505 0 _aProbabilistic 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.
520 _aThis 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.
588 0 _aPrint version record.
650 0 _aText processing (Computer science)
_xStatistical methods.
650 0 _aAutomatic indexing.
650 0 _aDiscourse analysis
_xData processing.
650 4 _aAutomatic indexing.
650 4 _aDiscourse analysis
_xData processing.
650 4 _aText processing (Computer science)
_xStatistical methods.
650 7 _aCOMPUTERS
_xDesktop Applications
_xWord Processing.
_2bisacsh
650 7 _aCOMPUTERS
_xDigital media
_xDesktop Publishing.
_2bisacsh
650 7 _aTractament de textos
_xInformàtica.
_2lemac
650 7 _aIndexació automàtica.
_2lemac
650 7 _aAnàlisi del discurs.
_2lemac
655 4 _aElectronic books.
655 4 _aLlibres electrònics.
700 1 _aGaussier, Eric.
700 1 _aYvon, François.
776 0 8 _iPrint version:
_tTextual information access.
_dLondon : ISTE ; Hoboken, NJ : Wiley, 2012
_z9781848213227
_w(DLC) 2011041292
_w(OCoLC)759177310
830 0 _aISTE.
856 4 0 _uhttp://onlinelibrary.wiley.com/book/10.1002/9781118562796
_zWiley Online Library
942 _2ddc
_cBK
999 _c206482
_d206482