Introduction to Information Retrieval

Textbook

IIR: Introduction to Information Retrieval. Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze. Cambridge University Press, 2008. Web publication at http://informationretrieval.org

2011 Assignments

2010 Assignments

IIR 01 Boolean retrieval: slide presentation, slides for printing, slide source

IIR 02 The term vocabulary & postings lists: slide presentation, slides for printing, slide source

IIR 03 Dictionaries and tolerant retrieval: slide presentation, slides for printing, slide source

IIR 04 Index construction: slide presentation, slides for printing, slide source

IIR 05 Index compression: slide presentation, slides for printing, slide source

IIR 06 Scoring, weighting, vector spaces: slide presentation, slides for printing, slide source

IIR 07 Computing scores in a complete search system: slide presentation, slides for printing, slide source

IIR 08 Evaluation & result summaries: slide presentation, slides for printing, slide source

IIR 09 Relevance feedback & query expansion: slide presentation, slides for printing, slide source

IIR 10 XML retrieval: slide presentation, slides for printing, slide source

IIR 11 Probabilistic IR: slide presentation, slides for printing, slide source

IIR 12 Language models: slide presentation, slides for printing, slide source

IIR 13 Text classification & Naive Bayes: slide presentation, slides for printing, slide source

IIR 14 Vector space classification: slide presentation, slides for printing, slide source

IIR 15-1 Support vector machines: slide presentation, slides for printing, slide source

IIR 15-2 Learning to rank: slide presentation, slides for printing, slide source

IIR 16 Flat clustering: slide presentation, slides for printing, slide source

IIR 17 Hierarchical clustering: slide presentation, slides for printing, slide source

IIR 18 Latent semantic indexing: slide presentation, slides for printing, slide source

IIR 19 Web search: slide presentation, slides for printing, slide source

IIR 20 Crawling: slide presentation, slides for printing, slide source

IIR 21 Link analysis: slide presentation, slides for printing, slide source

2011 Schedule

Administrativa

2010 Schedule

2009 Schedule