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

By:

Manning, Christopher D

Contributor(s):

Material type:

TextLanguage: English Publication details: New York : Cambridge University Press, 2008.Description: xxi, 482 p. : ill. ; 27 cmISBN:

9780521865715 (hardback)
0521865719 (hardback)
9781107666399

Subject(s):

DDC classification:

025.04 22 MAN

Online resources:

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.

List(s) this item appears in: Weekly Addition

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Holdings
Cover image	Item type	Current library	Home library	Collection	Shelving location	Call number	Materials specified	Vol info	URL	Copy number	Status	Notes	Date due	Barcode	Item holds	Item hold queue priority	Course reserves
	General Books	CUTN Central Library Generalia		Non-fiction		025.04 MAN (Browse shelf(Opens below))					Available			41537
	General Books	CUTN Central Library Generalia		Non-fiction		025.04 MAN (Browse shelf(Opens below))					Checked out to Dhanyasree V K (17062A)		17/12/2020	36775

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.

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

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