TY - BOOK AU - Manning,Christopher D. AU - Raghavan,Prabhakar AU - Schèutze,Hinrich TI - Introduction to information retrieval SN - 9780521865715 AV - QA76.9.T48 M26 2008 PY - 2008/// CY - New York PB - Cambridge University Press KW - Text processing (Computer science) KW - Information retrieval KW - Document clustering KW - Semantic Web N1 - Includes bibliographical references (p. 441-468) and index; Boolean retrieval -- The term vocabulary and postings lists -- Dictionaries and tolerant retrieval -- Index construction -- Index compression -- Scoring, term weighting, and the vector space model -- Computing scores in a complete search system -- Evaluation in information retrieval -- Relevance feedback and query expansion -- XML retrieval -- Probabilistic information retrieval -- Language models for information retrieval -- Text classification and Naive Bayes -- Vector space classification -- Support vector machines and machine learning on documents -- Flat clustering -- Hierarchical clustering -- Matrix decompositions and latent semantic indexing -- Web search basics -- Web crawling and indexes -- Link analysis ER -