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Contents:
1 Boolean retrieval
2 The term vocabulary and postings lists
3 Dictionaries and tolerant retrieval
4 Index construction
5 Index compression
6 Scoring, term weighting, and the vector space model
7 Computing scores in a complete search system
8 Evaluation in information retrieval
9 Relevance feedback and query expansion
10 XML retrieval
11 Probabilistic information retrieval
12 Language models for information retrieval
13 Text classification and Naive Bayes
14 Vector space classification
15 Support vector machines and machine learning on documents
16 Flat clustering
17 Hierarchical clustering
18 Matrix decompositions and latent semantic indexing
19 Web search basics
20 Web crawling and indexes
21 Link analysis
Inde
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