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Beschreibung
Class-tested and up-to-date textbook for introductory courses on information retrieval.
Class-tested and up-to-date textbook for introductory courses on information retrieval.
Über den Autor
Christopher Manning is an Associate Professor of Computer Science and Linguistics at Stanford University. His research concentrates on probabilistic models of language and statistical natural language processing, information extraction, text understanding and text mining.
Inhaltsverzeichnis
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.
Details
Erscheinungsjahr: | 2008 |
---|---|
Fachbereich: | EDV |
Genre: | Importe, Informatik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Buch |
ISBN-13: | 9780521865715 |
ISBN-10: | 0521865719 |
Sprache: | Englisch |
Einband: | Gebunden |
Autor: |
Manning, Christopher D.
Raghavan, Prabhakar Schütze, Hinrich |
Auflage: | Anniversary |
Hersteller: | Cambridge University Pr. |
Verantwortliche Person für die EU: | Produktsicherheitsverantwortliche/r, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de |
Abbildungen: | 5 halftones, 47 tables, 263 exercises |
Maße: | 260 x 183 x 32 mm |
Von/Mit: | Christopher D. Manning (u. a.) |
Erscheinungsdatum: | 08.10.2008 |
Gewicht: | 1,139 kg |
Über den Autor
Christopher Manning is an Associate Professor of Computer Science and Linguistics at Stanford University. His research concentrates on probabilistic models of language and statistical natural language processing, information extraction, text understanding and text mining.
Inhaltsverzeichnis
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.
Details
Erscheinungsjahr: | 2008 |
---|---|
Fachbereich: | EDV |
Genre: | Importe, Informatik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Buch |
ISBN-13: | 9780521865715 |
ISBN-10: | 0521865719 |
Sprache: | Englisch |
Einband: | Gebunden |
Autor: |
Manning, Christopher D.
Raghavan, Prabhakar Schütze, Hinrich |
Auflage: | Anniversary |
Hersteller: | Cambridge University Pr. |
Verantwortliche Person für die EU: | Produktsicherheitsverantwortliche/r, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de |
Abbildungen: | 5 halftones, 47 tables, 263 exercises |
Maße: | 260 x 183 x 32 mm |
Von/Mit: | Christopher D. Manning (u. a.) |
Erscheinungsdatum: | 08.10.2008 |
Gewicht: | 1,139 kg |
Sicherheitshinweis