Information Retrieval Systems

Information Retrieval Systems
460-6010/01
čeština Information Retrieval Systems
460-6010/02
angličtina

Anotace

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).

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.

Doporučená literatura

J.Pokorný, V.Snášel, D.Húsek.Dokumentografické informační systémy. Karolinum, Skriptum MFF UK Praha, 1998, ISBN 80-7184-764-X. pp 158.

zpět na vyhledávání

Language of instruction	čeština, angličtina
Code	460-6010
Abbreviation	DIS
Course title	Information Retrieval Systems
Coordinating department	Department of Computer Science
Course coordinator	doc. Mgr. Jiří Dvorský, Ph.D.