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Introduction to Information Retrieval مقدمة لإسترجاع المعلومات#

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Preface جاري الرفع#

Ch.1 Boolean Retrieval جاري الرفع#

Audio Notes Solutions

Ch.2 The term vocabulary & postings lists#

Ch.3 Dictionaries and tolerant retrieval#

Ch.4 Index construction#

Ch.5 Index compression#

Ch.6 Scoring, term weighting & the vector space model#

Ch.7 Computing scores in a complete search system#

Ch.8 Evaluation in information retrieval#

Ch.9 Relevance feedback & query expansion#

Ch.10 XML retrieval#

Ch.11 Probabilistic information retrieval#

Ch.12 Language models for information retrieval#

Ch.13 Text classification & Naive Bayes#

Ch.14 Vector space classification#

Ch.15 Support vector machines & machine learning on documents#

Ch.16 Flat clustering#

Ch.17 Hierarchical clustering#

Ch.18 Matrix decompositions & latent semantic indexing#

Ch.19 Web search basics#

Ch.20 Web crawling and indexes#

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