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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.