Introduction to Information Retrieval: Slides

Powerpoint slides are from the Stanford CS276 class. Latex slides are from the Stuttgart IIR class. The latex slides are in latex beamer, so you need to know/learn latex to be able to modify them. You will need these beamer style files.

Key: pdf/1 = one slide per page, pdf/6 = 6 slides per page, pdf/present = pdf optimized for presentation, pdf/print = pdf optimized for printing, source = latex source of pdf

  powerpoint            latex
01   Boolean retrieval ppt pdf/1 pdf/6 pdf/present pdf/print source
02 The term vocabulary & postings lists ppt pdf/1 pdf/6 pdf/present pdf/print source
03 Dictionaries and tolerant retrieval ppt pdf/1 pdf/6 pdf/present pdf/print source
04 Index construction ppt pdf/1 pdf/6 pdf/present pdf/print source
05 Index compression ppt pdf/1 pdf/6 pdf/present pdf/print source
06 Scoring, term weighting & the vector space model ppt pdf/1 pdf/6 pdf/present pdf/print source
07 Computing scores in a complete search system ppt pdf/1 pdf/6 pdf/present pdf/print source
08 Evaluation in information retrieval ppt pdf/1 pdf/6 pdf/present pdf/print source
09 Relevance feedback & query expansion ppt pdf/1 pdf/6 pdf/present pdf/print source
10 XML retrieval old slides
11 Probabilistic information retrieval old slides
12 Language models for information retrieval old slides
13 Text classification & Naive Bayes ppt pdf/1 pdf/6 pdf/present pdf/print source
14 Vector space classification ppt pdf/1 pdf/6 pdf/present pdf/print source
15 Support vector machines & machine learning on documents ppt pdf/1 pdf/6
16 Flat clustering ppt pdf/1 pdf/6 pdf/present pdf/print source
17 Hierarchical clustering ppt pdf/1 pdf/6 pdf/present pdf/print source
18 Matrix decompositions & latent semantic indexing ppt pdf/1 pdf/6
19 Web search basics ppt pdf/1 pdf/6 pdf/present pdf/print source
20 Web crawling and indexes ppt pdf/1 pdf/6 pdf/present pdf/print source
21 Link analysis ppt pdf/1 pdf/6 pdf/present pdf/print source

Slides have also been published by a number of other instructors who are using the book, e.g., by Jim Martin, Donald Patterson and Min-Yen Kan.