Mining the Web
(2nd edition)

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Slides accompanying Mining the Web are marked "MTW1" and "MTW2". Slides accompanying the Manning-Raghavan-Schuetze book are marked "MRS".

Text indexing
Relevance ranking
Similarity search
Corpus models
Text clustering
Text classification
Learning to rank
Social networks
Searching graphs
Crawling, sampling and monitoring the Web