The course focuses on advanced methods for indexing and retrieval of data: the use of linear algebra, matrix decomposition, grouping algorithms, their use in the search, neural networks, bio-inspired methods of computing such as genetic algorithms. It also deals with current methods of their implementation (supercomputing, clusters, CUDA).
Ukončeno v akademickém roce 2024/2025
Information Retrieval Systems
| Type of study | Doctoral |
|---|---|
| Language of instruction | English |
| Code | 460-6010/02 |
| Abbreviation | DIS |
| Course title | Information Retrieval Systems |
| Credits | 10 |
| Coordinating department | Department of Computer Science |
| Course coordinator | doc. Mgr. Jiří Dvorský, Ph.D. |
Osnova předmětu
E-learning
Consultation through MS Teams.
Povinná literatura
C.D. Manning, P. Raghavan, H. Schütze: Introduction to Information Retrieval, Cambridge UP, 2008.
R. Baeza-Yates, B. Ribeiro-Neto: Modern Information Retrieval, Addison-Wesley, 1999.
D.A. Grossman, O. Frieder: Information Retrieval: Algorithms and Heuristics, Springer, 2004.
I.H. Witten, A. Moffat, T.C. Bell: Managing Gigabytes, Morgan Kaufmann, 1999.
R. Baeza-Yates, B. Ribeiro-Neto: Modern Information Retrieval, Addison-Wesley, 1999.
D.A. Grossman, O. Frieder: Information Retrieval: Algorithms and Heuristics, Springer, 2004.
I.H. Witten, A. Moffat, T.C. Bell: Managing Gigabytes, Morgan Kaufmann, 1999.
Doporučená literatura
J.Pokorný, V.Snášel, D.Húsek.Dokumentografické informační systémy. Karolinum, Skriptum MFF UK Praha, 1998, ISBN 80-7184-764-X. pp 158.