Mathematical Foundations of Information Retrieval [electronic resource] /

1. Introduction -- 1. Information Retrieval -- 2. Information Retrieval MODELS -- 3. Mathematics in Information Retrieval Models -- 4. Relevance in Information Retrieval -- 5. Interaction Information Retrieval -- 6. Mathematical Foundation of Information Retrieval -- 2. Mathematics Handbook -- 1. Logics -- 2. SET THEORY -- 3. RELATIONS -- 4. FUNCTION -- 5. Family of Sets -- 6. Algebra -- 7. Calculus -- 8. Differential Equations -- 9. Vectors -- 10. Probability -- 11. Fuzzy Sets -- 12. Metric Spaces -- 13. Topology -- 14. Graph Theory -- 15. Matroid Theory -- 16. Recursion and Complexity Theory -- 17. Artificial Neural Network -- 3. Information Retrieval Models -- 1. Classical Models of Information Retrieval -- 2. Nonclassical Models of Information Retrieval -- 3. Alternative Models of Information Retrieval -- 4. Traditional Tree Structure of Information Retrieval Models -- 4. Mathematical Theory of Information Retrieval -- 1. Information Retrieval Frame -- 2. Classical Information Retrieval -- 3. Similarity (vector space) Information Retrieval -- 4. Probabilistic Information Retrieval -- 5. Interaction Information Retrieval -- 6. Boolean Information Retrieval -- 7. Network Structure of Information Retrieval Models -- 5. Relevance Effectiveness in Information Retrieval -- 1. RELEVANCE -- 2. Effectiveness Measures -- 3. Relevance Feedback -- 4. Mathematical Structure in Relevance Feedback -- 5. OPTIMALITY -- 6. Further Topics in Information Retrieval -- 1. Information Retrieval and Decision Making -- 2. Data Fusion -- 3. Interaction and Situation Theory Models -- Appendix 1 Binary Similarity Information Retrieval -- Non-Binary Similarity Information Retrieval (NBSIR) -- Appendix 2 Probabilistic Information Retrieval -- Appendix 3 Interaction Information Retrieval -- References.

Bibliographic Details

Main Authors:	Dominich, Sándor. author., SpringerLink (Online service)
Format:	Texto biblioteca
Language:	eng
Published:	Dordrecht : Springer Netherlands : Imprint: Springer, 2001
Subjects:	Computer science., Computer science, Information storage and retrieval., Mathematics., Computer Science., Information Storage and Retrieval., Mathematics of Computing., Computer Science, general., Mathematics, general.,
Online Access:	http://dx.doi.org/10.1007/978-94-010-0752-8
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