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Documents Web Algorithmics Web Search Engines. Retrieve docs that are “relevant” for the user query Doc :....

Slide 1 Web Algorithmics Web Search Engines Slide 2 Retrieve docs that are “relevant” for the user query Doc : file word or pdf, web page, email, blog, e-book,... Query…

Documents CS347 Lecture 10 May 14, 2001 ©Prabhakar Raghavan.

Slide 1 CS347 Lecture 10 May 14, 2001 ©Prabhakar Raghavan Slide 2 Topics du jour Centroid/nearest-neighbor classification Bayesian Classification Link-based classification…

Documents Text Categorization Moshe Koppel Lecture 12:Latent Semantic Indexing

Text Categorization Moshe Koppel Lecture 12:Latent Semantic Indexing Adapted from slides by Prabhaker Raghavan, Chris Manning and TK Prasad L18LSI Clustering documents (and…

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On Scaling Latent Semantic Indexing for Large Peer-to-Peer Systems Chunqiang Tang, Sandhya Dwarkadas, Zhichen Xu University of Rochester; Yahoo! Inc. ACM SIGIR2004 Session:…

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Latent Semantic Indexing Adapted from Lectures by Prabhaker Raghavan, Christopher Manning and Thomas Hoffmann L1920LSI Linear Algebra Background Eigenvalues & Eigenvectors…