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Introduction to Information Retrieval
monograph
Author(s):
Christopher D. Manning
,
Prabhakar Raghavan
,
Hinrich Schutze
Publication date
(Online):
2009
Publisher:
Cambridge University Press
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An Introduction to SAXS
Author and book information
Book
ISBN:
9780511809071
Publication date (Print):
2008
Publication date (Online):
2009
DOI:
10.1017/CBO9780511809071
SO-VID:
a9fdf717-f6c3-41a7-b60f-6c5f6481cbae
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Book chapters
pp. xv
Preface
pp. 1
Boolean retrieval
pp. 18
The term vocabulary and postings lists
pp. 45
Dictionaries and tolerant retrieval
pp. 61
Index construction
pp. 78
Index compression
pp. 100
Scoring, term weighting, and the vector space model
pp. 124
Computing scores in a complete search system
pp. 139
Evaluation in information retrieval
pp. 162
Relevance feedback and query expansion
pp. 178
XML retrieval
pp. 201
Probabilistic information retrieval
pp. 218
Language models for information retrieval
pp. 234
Text classification and Naive Bayes
pp. 266
Vector space classification
pp. 293
Support vector machines and machine learning on documents
pp. 321
Flat clustering
pp. 346
Hierarchical clustering
pp. 369
Matrix decompositions and latent semantic indexing
pp. 385
Web search basics
pp. 405
Web crawling and indexes
pp. 421
Link analysis
pp. 441
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