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