Introduction to information retrieval / Christopher D. Manning, Prabhakar Raghavan, Hinrich Schütze.
Material type: TextPublisher: New York : Cambridge University Press, 2008Description: xxi, 482 p. : ill. ; 27 cmContent type:- text
- unmediated
- volume
- 9781107666399 (pbk.)
- 23 025.04 MAN 021544
Item type | Current library | Call number | Status | Date due | Barcode |
---|---|---|---|---|---|
Book | Indian Institute for Human Settlements, Bangalore | 025.04 MAN 021544 (Browse shelf(Opens below)) | Available | 021544 |
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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