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Introduction to information retrieval / Christopher D. Manning, Prabhakar Raghavan, Hinrich Schèutze.

By: Contributor(s): Material type: TextTextPublication details: New York : Cambridge University Press, 2008.Description: xxi, 482 p. : ill. ; 27 cmISBN:
  • 9780521865715
  • 0521865719
Subject(s): LOC classification:
  • QA76.9.T48 M26 2008
Contents:
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.
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Holdings
Item type Current library Collection Call number Copy number Status Date due Barcode
Books Books MAIN General AUE Library Collection QA76.9 .T48 M26 2008 (Browse shelf(Opens below)) 1 Available 10037261
Books Books MAIN General AUE Library Collection QA76.9 .T48 M26 2008 (Browse shelf(Opens below)) 2 Available 10046411

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.

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