Introduction to Information Retrieval International Student Edition
Published on 21. November 2008
Book
Paperback/Softback
496 pages
978-0-521-75878-9 (ISBN)
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Description
Class-tested and up-to-date textbook for introductory courses on information retrieval.
More details
Language
English
Place of publication
Singapore
Singapore
Target group
College/higher education
Edition type
Student edition
Product notice
Paperback (trade)
Illustrations
5 b/w illus. 47 tables 263 exercises
Dimensions
Height: 253 mm
Width: 177 mm
ISBN-13
978-0-521-75878-9 (9780521758789)
Schweitzer Classification
Content
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.