Home page of 8th European Summer School on information Retrieval
Textbook for Models and Methods: Introduction to Information Retrieval. Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze. Cambridge University Press, 2008. Web publication at http://informationretrieval.org
Stuttgart information retrieval class
| topic | chapter | resources | ||||
| IIR 01 | Boolean model and its limitations | pdf html | slides | |||
| information retrieval links | ||||||
| search Shakespeare | ||||||
| Daniel Russell's home page | ||||||
| topic | chapter | resources | ||||
| IIR 06&07 | Vector space model | pdf-06 html-06 | slides | |||
| pdf-07 html-07 | ||||||
| Gerald Salton | ||||||
| exploring the similarity space | ||||||
| pivot normalization | ||||||
| topic | chapter | resources | ||||
| IIR 11 | Probabilistic information retrieval | pdf html | slides | |||
| Binary independence model | ||||||
| Okapi BM25 | ||||||
| why the Naive Bayes assumption works | ||||||
| topic | chapter | resources | ||||
| IIR 12 | Language models for IR | pdf html | slides | |||
| Ponte & Croft paper on LMs in IR | ||||||
| Zhai & Lafferty | ||||||
| Lemur Toolkit | ||||||
| Bernoulli vs. multinomial models | ||||||
| topic | chapter | resources | ||||
| IIR 18 | Latent semantic indexing | pdf html | slides | |||
| original LSI paper | ||||||
| probabilistic LSI | ||||||
| dimensions of meaning: LSI for words | ||||||
| topic | chapter | resources | ||||
| IIR 15 | Learning to rank (LTR) and SVMs | pdf html | slides | |||
| learning to rank references | ||||||
| Microsoft LTR datasets | ||||||
| how Google tweaks ranking |