Search This Blog

Introduction to Information Retrieval Slides Stanford

Book cover

 

 

 

 

 

 

 

 

 

 

 line separator

 
powerpoint           
01   Boolean retrieval
02 The term vocabulary & postings lists
03 Dictionaries and tolerant retrieval
04 Index construction
05 Index compression
06 Scoring, term weighting & the vector space model
07 Computing scores in a complete search system
08 Evaluation in information retrieval
09 Relevance feedback & query expansion
10 XML retrieval
11 Probabilistic information retrieval
12 Language models for information retrieval
13 Text classification & Naive Bayes
14 Vector space classification
15-1 Support vector machines
15-2 Learning to rank
16 Flat clustering
17 Hierarchical clustering
18 Matrix decompositions & latent semantic indexing
19 Web search basics
20 Web crawling and indexes
21 Link analysis