Introduction to information retrieval /
Manning, Christopher D,
Introduction to information retrieval / Christopher D. Manning, Prabhakar Raghavan, Hinrich Schütze. - 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.
9781107666399 (pbk.)
Text processing (Computer science)
Information retrieval.
Document clustering.
Semantic Web.
025.04 MAN / 021544
Introduction to information retrieval / Christopher D. Manning, Prabhakar Raghavan, Hinrich Schütze. - 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.
9781107666399 (pbk.)
Text processing (Computer science)
Information retrieval.
Document clustering.
Semantic Web.
025.04 MAN / 021544