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Record Nr. |
UNINA9910141601503321 |
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Titolo |
Textual information access [[electronic resource] ] : statistical models / / edited by Eric Gaussier, François Yvon |
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Pubbl/distr/stampa |
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London, : ISTE |
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Hoboken, N.J., : Wiley, 2012 |
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ISBN |
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1-118-56279-8 |
1-118-56283-6 |
1-118-56280-1 |
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Edizione |
[1st edition] |
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Descrizione fisica |
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1 online resource (449 p.) |
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Collana |
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Altri autori (Persone) |
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GaussierEric |
YvonFrançois |
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Disciplina |
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Soggetti |
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Text processing (Computer science) - Statistical methods |
Automatic indexing |
Discourse analysis - Data processing |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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pt. 1. Information retrieval -- pt. 2. Classification and clustering -- pt. 3. Multilingualism -- pt. 4. Emerging applications. |
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Sommario/riassunto |
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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 |
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