内容

目次

1. Information retrieval using the Boolean model; 2. The dictionary andpostings lists; 3. Tolerant retrieval; 4. Index construction; 5. Indexcompression; 6. Scoring and term weighting; 7. Vector space retrieval; 8.Evaluation in information retrieval; 9. Relevance feedback and queryexpansion; 10. XML retrieval; 11. Probabilistic information retrieval; 12.Language models for information retrieval; 13. Text classification and NaiveBayes; 14. Vector space classification; 15. Support vector machines andkernel 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.