= pdf optimized for presentation, pdf
= pdf optimized for printing, src = latex source of pdf
Key: ppt = powerpoint, pdf = pdf optimized for presentation, pdf = pdf optimized for printing, src = latex source of pdf
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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 | (old) ppt2 |
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| 11 | Probabilistic information retrieval | (old) ppt2 |
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| 12 | Language models for information retrieval | (old) ppt2 |
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| 13 | Text classification & Naive Bayes |
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| 14 | Vector space classification |
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| 15-1 | Support vector machines |
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| 15-2 | Learning to rank |
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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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Slides have also been published by a number of other instructors who are using the book, e.g., by Jim Martin, Donald Patterson Min-Yen Kan, and Zhang & Helmer.