Textual information access : statistical models /

• Άλλοι συγγραφείς: Gaussier, Eric, Yvon, François
• Μορφή: Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: London : ISTE ; 2012.; Hoboken, NJ : Wiley, 2012.
• Σειρά: ISTE.
• Θέματα: Text processing (Computer science) > Statistical methods.; Automatic indexing.; Discourse analysis > Data processing.; COMPUTERS > Desktop Applications > Word Processing.; COMPUTERS > Digital media > Desktop Publishing.; Tractament de textos > Informàtica.; Indexació automàtica.; Anàlisi del discurs.; Electronic books.; Llibres electrònics.
• Φυσική περιγραφή: 1 online resource (xvi, 429 pages) : illustrations.
• Βιβλιογραφία: Includes bibliographical references and index.
• ISBN: 9781118562833; 1118562836; 9781118562796; 1118562798; 9781118562802; 1118562801
• DOI: 10.1002/9781118562796

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.