Research Catalog

The text mining handbook : advanced approaches in analyzing unstructured data

Title: The text mining handbook : advanced approaches in analyzing unstructured data / Ronen Feldman, James Sanger.
Author: Feldman, Ronen, 1962-
Publication: Cambridge ; New York : Cambridge University Press, 2007.
Supplementary Content: Publisher description

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Status	Format	Access	Call Number	Item Location
Request for On-site Use Request Scan How do I pick up this item and when will it be ready?	Text	Request in advance	QA76.9.D343 F45 2007	Off-site

Details

Additional Authors

Sanger, James, 1965-

Description

xii, 410 pages : illustrations; 27 cm

Subject

Data mining > Handbooks, manuals, etc

Bibliography (note)

Includes bibliographical references (p. 335-387) and index.

Contents

Introduction to text mining -- Core text mining operations -- Text mining preprocessing techniques -- Categorization -- Clustering -- Information extraction -- Probabilistic models for information extraction -- Preprocessing applications using probabilistic and hybrid approaches -- Presentation-layer considerations for browsing and query refinement -- Visualization approaches -- Link analysis -- Text mining applications.

ISBN

0521836573 (hardback)
9780521836579 (hardback)

LCCN

2005029330
9780521836579

OCLC

ocm61881155
SCSB-5310951

Owning Institutions

Columbia University Libraries