Introduction to Information Retrieval International Student Edition

Spis treści:
1. Information retrieval using the Boolean model
2. The dictionary and postings lists
3. Tolerant retrieval
4. Index construction
5. Index compression
6. Scoring and term weighting
7. Vector space retrieval
8. Evaluation in information retrieval
9. Relevance feedback and query expansion
10. XML retrieval
11. Probabilistic information retrieval
12. Language models for information retrieval
13. Text classification and Naive Bayes
14. Vector space classification
15. Support vector machines and kernel functions
16. Flat clustering
17. Hierarchical clustering
18. Dimensionality reduction and latent semantic indexing
19. Web search basics
20. Web crawling and indexes
21. Link analysis.