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Information Retrieval
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Term: Winter 2009 Course No.: 498 Credit Hours: 3 Instructor: Dragomir Radev Prerequisites:
Course Description: This course is about understanding, evaluating, and building searchengines. The topics include models of IR, vector-space similarity,tokenization, stemming, indexing and retrieval, word distributions,automated indexing, query expansion, text classification andclustering, lexical semantics, latent semantic indexing, web crawling,random graph models, harmonic functions, centrality, pagerank andhits, models of the web, webometrics, document modeling, textsummarization, question answering, etc.
Required text:
Christopher D. Manning, Prabhakar Raghavan and Hinrich Schutze,Introduction to Information Retrieval, Cambridge University Press. 2008. ISBN: 0521865719.http://www-csli.stanford.edu/~hinrich/information-retrieval-book.html
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