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Introduction to information retrieval
Introduction to information retrieval

Author: Christopher D. Manning, Prabhakar Raghavan, Hinrich Sch�utze. Sch�utze, Hinrich. ; Christopher D Manning; Prabhakar Raghavan; Hinrich Schütze
Publisher: Cambridge, UK ; New York : Cambridge University Press, 2008.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
"Class-tested and coherent, this textbook teaches classical and web information retrieval, including web search and the related areas of text classification and text clustering from basic concepts. It gives an up-to-date treatment of all aspects of the design and implementation of systems for gathering, indexing, and searching documents; methods for evaluating systems; and an introduction to the use of machine  Read more...
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Genre/Form: Electronic books
0 Gesamtdarstellung
Additional Physical Format: Print version:
Manning, Christopher D.
Introduction to information retrieval.
Cambridge, UK ; New York : Cambridge University Press, 2008
(DLC) 2008001257
(OCoLC)190786122
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Christopher D. Manning, Prabhakar Raghavan, Hinrich Sch�utze. Sch�utze, Hinrich. ; Christopher D Manning; Prabhakar Raghavan; Hinrich Schütze
ISBN: 9780511410802 0511410808 0521865719 9780521865715
OCLC Number: 276840391
Description: 1 online resource (xxi, 482 pages) : illustrations
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.
Responsibility: Christopher D. Manning, Prabhakar Raghavan, Hinrich Schütze.

Abstract:

A class-tested and up-to-date textbook for introductory courses on information retrieval.  Read more...

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'This is the first book that gives you a complete picture of the complications that arise in building a modern web-scale search engine. You'll learn about ranking SVMs, XML, DNS, and LSI. You'll Read more...

 
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