Raghavan, Prabhakar

last modified on Mon, 05 Sep 2022

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Apr 1, 2009	»	[ToDo] An Introduction to Information Retrieval 1 min; updated Sep 5, 2022 Boolean retrieval The term vocabulary & postings lists Dictionaries and tolerant retrieval Index construction Index compression Scoring, term weighting & the vector space model Computing scores in a complete search system Evaluation in information retrieval Relevance feedback & query expansion XML retrieval Probabilistic information retrieval Language models for information retrieval Text classification & Naive Bayes Vector space classification Support vector machines & machine learning on documents Flat clustering html Hierarchical clustering Matrix decompositions & latent semantic indexing Web search basics Web crawling and indexes Link analysis An Introduction to Information Retrieval. Christopher D. Manning; Prabhakar Raghavan; Hinrich Schütze. nlp.stanford.edu . Apr 1, 2009.