Introduction to Information Retrieval Slides Stanford

 

 

 

 

 

 

 

 

 

 

 

		powerpoint
01	Boolean retrieval	lecture1-intro DownloadView 01intro DownloadView lecture1-intro-1up DownloadView lecture1-intro DownloadView
02	The term vocabulary & postings lists	lecture2-dictionary DownloadView 02voc DownloadView lecture2-dictionary-1up DownloadView lecture2-dictionary DownloadView
03	Dictionaries and tolerant retrieval	lecture3-tolerant-retrieval DownloadView 03dict DownloadView lecture3-tolerant-retrieval-1up DownloadView lecture3-tolerant-retrieval DownloadView
04	Index construction	lecture4-indexconstruction DownloadView 04const DownloadView lecture4-indexconstruction-1up DownloadView lecture4-indexconstruction DownloadView
05	Index compression	lecture5-compression DownloadView 05comp DownloadView lecture5-compression-1up DownloadView lecture5-compression DownloadView
06	Scoring, term weighting & the vector space model	lecture6-tfidf DownloadView 06score DownloadView lecture6-tfidf-1up DownloadView lecture6-tfidf DownloadView
07	Computing scores in a complete search system	lecture7-vectorspace DownloadView 07system DownloadView lecture7-vectorspace-1up DownloadView lecture7-vectorspace DownloadView
08	Evaluation in information retrieval	lecture8-evaluation DownloadView 08eval DownloadView lecture8-evaluation-1up DownloadView lecture8-evaluation DownloadView
09	Relevance feedback & query expansion	lecture9-queryexpansion DownloadView 09expand DownloadView lecture9-queryexpansion-1up DownloadView lecture9-queryexpansion DownloadView
10	XML retrieval	lecture10-xml DownloadView 10xml DownloadView
11	Probabilistic information retrieval	lecture11-prob DownloadView 11prob DownloadView
12	Language models for information retrieval	lecture12-model DownloadView 12model DownloadView
13	Text classification & Naive Bayes	lecture10-textcat-nbayes DownloadView 13bayes DownloadView lecture10-textcat-nbayes-1up DownloadView lecture10-textcat-nbayes DownloadView
14	Vector space classification	lecture11-vector-classify DownloadView 14vcat DownloadView lecture11-vector-classify-1up DownloadView lecture11-vector-classify DownloadView
15-1	Support vector machines	lecture14-SVMs DownloadView 15svm DownloadView lecture14-SVMs-1up DownloadView lecture14-SVMs DownloadView
15-2	Learning to rank	lecture18-learning-ranking DownloadView 15ltr DownloadView lecture18-learning-ranking-1up DownloadView lecture18-learning-ranking DownloadView
16	Flat clustering	lecture12-clustering DownloadView 16flat DownloadView lecture12-clustering-1up DownloadView lecture12-clustering DownloadView
17	Hierarchical clustering	lecture12-clustering DownloadView 17hier DownloadView lecture12-clustering-1up DownloadView lecture12-clustering DownloadView
18	Matrix decompositions & latent semantic indexing	lecture13-lsi DownloadView 18lsi DownloadView lecture13-lsi-1up DownloadView lecture13-lsi DownloadView
19	Web search basics	lecture15-webchar DownloadView 19web DownloadView lecture15-webchar-1up DownloadView lecture15-webchar DownloadView
20	Web crawling and indexes	lecture16-crawling DownloadView 20crawl DownloadView lecture16-crawling-1up DownloadView lecture16-crawling DownloadView
21	Link analysis	lecture17-linkanalysis DownloadView 21link DownloadView lecture17-linkanalysis-1up DownloadView lecture17-linkanalysis DownloadView