Manning, Christopher D. <br/><br/>
Introduction to information retrieval / 
Christopher D. Manning. 
 - Singapore :  Cambridge University Press,  2009. 
 - xxi, 482 p.:  26 cm. 
<br/><br/> Includes bibliographic references and index 
<br/><br/>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. 
<br/><br/> Class-tested and up-to-date textbook for introductory courses on information retrieval. 
<br/><br/><br/>English 
<br/><br/><label>ISBN: </label>978-0-521-75878-9 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Text processing (Computer science)<br/>Information retrieval<br/>Semantic Web
<br/><br/><label>LC Class. No.: </label>025.04 M31i