Library of American University of Madaba

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Manning, Christopher D.

Introduction to information retrieval / Christopher D. Manning, Prabhakar Raghavan, Hinrich Schutze. - Delhi : 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: 9781107666399

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

LC Class. No.: QA76.9.T48 / M26 2008

Dewey Class. No.: 025.04 / M283