{"product_id":"9781848213227","title":"Textual Information Access Statistical Models","description":"\u003ch1\u003eTextual Information Access\u003c\/h1\u003e\u003ch2\u003eStatistical Models\u003c\/h2\u003e\u003ch3\u003eEric Gaussier | Francois Yvon\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eComputers \/ Information Technology\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\u003cp\u003eThis 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:\u003c\/p\u003e \u003cul\u003e \u003cli\u003einformation extraction and retrieval;\u003c\/li\u003e \u003cli\u003etext classification and clustering;\u003c\/li\u003e \u003cli\u003eopinion mining;\u003c\/li\u003e \u003cli\u003ecomprehension aids (automatic summarization, machine translation, visualization).\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eIn order to give the reader as complete a description as possible, the focus is placed on the probability models used in the applications concerned, by highlighting the relationship between models and applications and by illustrating the behavior of each model on real collections.\u003c\/p\u003e \u003cp\u003e\u003ci\u003eTextual Information Access\u003c\/i\u003e is organized around four themes: informational retrieval and ranking models, classification and clustering (regression logistics, kernel methods, Markov fields, etc.), multilingualism and machine translation, and emerging applications such as information exploration.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e  \u003cp\u003e\u003cstrong\u003eEric Gaussier\u003c\/strong\u003e is deputy director of the Grenoble Informatics Laboratory, one of the largest Computer Science laboratories in France. \u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eFrançois Yvon\u003c\/strong\u003e is professor of Computer Science at the University of Paris Sud in Orsay and member of the Spoken Language Processing group of LIMSI\/CNRS, Paris, France. \u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e14 May 2012\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eWiley-ISTE\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9781848213227\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePage Count: \u003c\/td\u003e\n\u003ctd\u003e448\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eWeight (oz): \u003c\/td\u003e\n\u003ctd\u003e28.0\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":44377914867852,"sku":"9781848213227","price":194.36,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781848213227_b9a06103-2cb8-4ddc-bd50-56260828abeb.jpg?v=1780153754","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781848213227","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}