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| | 01
| Boolean retrieval
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| 02
| The term vocabulary & postings lists
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| 03
| Dictionaries and tolerant retrieval
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| 04
| Index construction
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| 05
| Index compression
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| 06
| Scoring, term weighting & the vector space model
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| 07
| Computing scores in a complete search system
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| 08
| Evaluation in information retrieval
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| 09
| Relevance feedback & query expansion
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| 10
| XML retrieval
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| 11
| Probabilistic information retrieval
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| 12
| Language models for information retrieval
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| 13
| Text classification & Naive Bayes
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| 14
| Vector space classification
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| 15
| Support vector machines & machine learning on documents
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| 16
| Flat clustering
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| 17
| Hierarchical clustering
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| 18
| Matrix decompositions & latent semantic indexing
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| 19
| Web search basics
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| 20
| Web crawling and indexes
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| 21
| Link analysis
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| Bibliography & Index
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| bibtex file
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