Introduction to Information Retrieval

by Christopher D Manning, Prabhakar Raghavan, Hinrich Sch�tze

1　Boolean retrieval　 2　The term vocabulary and postings lists　 3　Dictionaries and tolerant retrieval　 4　Index construction　 5　Index compression　 6　Scoring, term weighting, and the vector space model　 7　Computing scores in a complete search system　 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 machine learning on documents　 16　Flat clustering　 17　Hierarchical clustering　 18　Matrix decompositions and latent semantic indexing　 19　Web search basics　 20　Web crawling and indexes　 21　Link analysis　 Inde　 Bibliography

482 pages, Paperback

Published January 1, 2010