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Manning, Christopher D.

Introduction to information retrieval / Christopher D. Manning, Prabhakar Raghavan, Hinrich Schütze. - New York : Cambridge University Press, 2008. - xxi, 482 p. : ill. ; 27 cm.

Includes bibliographical references (p. 441-468) and index.

Boolean retrieval --
The term vocabulary and postings lists --
Dictionaries and tolerant retrieval --
Index construction --
Index compression --
Scoring, term weighting, and the vector space model --
Computing scores in a complete search system --
Evaluation in information retrieval --
Relevance feedback and query expansion --
XML retrieval --
Probabilistic information retrieval --
Language models for information retrieval --
Text classification and Naive Bayes --
Vector space classification --
Support vector machines and machine learning on documents --
Flat clustering --
Hierarchical clustering --
Matrix decompositions and latent semantic indexing --
Web search basics --
Web crawling and indexes --
Link analysis.

ISBN: 9780521865715 (hardback) 0521865719 (hardback) 9781107666399

Subjects--Topical Terms:
Text processing (Computer science)
Information retrieval.
Document clustering.
Semantic Web.

Dewey Class. No.: 025.04 / MAN