Textual information access : statistical models / edited by Eric Gaussier, François Yvon.

Format:

Book

Contributor:

Gaussier, Eric.

Yvon, François.

Series:

ISTE

Language:

English

Subjects (All):

Text processing (Computer science)--Statistical methods.

Automatic indexing.

Discourse analysis--Data processing.

Physical Description:

1 online resource (449 p.)

Edition:

1st edition

Place of Publication:

London : ISTE ; Hoboken, N.J. : Wiley, 2012.

Language Note:

English

System Details:

text file

Summary:

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

Contents:

pt. 1. Information retrieval

pt. 2. Classification and clustering

pt. 3. Multilingualism

pt. 4. Emerging applications.

Notes:

Description based upon print version of record.

Includes bibliographical references and index.

Description based on metadata supplied by the publisher and other sources.

ISBN:

9781118562796

1118562798

9781118562833

1118562836

9781118562802

1118562801

OCLC:

828423655