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Terminated in academic year 2021/2022

Economic applications of artificial intelligence

Type of study Follow-up Master
Language of instruction Czech
Code 155-0346/02
Abbreviation UIES
Course title Economic applications of artificial intelligence
Credits 5
Coordinating department Department of Applied Informatics
Course coordinator Ing. Petr Rozehnal, Ph.D.

Subject syllabus

1. History of science Artificial intelligence and its applications
2. State space and its basic properties
3. State space search methods and their comparison
4. Fundamentals of first-order predicate calculus
5. Resolution method and Horn clauses
6. Logic programming and Prolog programming language
7. Expert systems, their features and components
8. Methods of knowledge representation in expert systems
9. Processing uncertain information in the development of expert systems
10. The inference mechanism of expert systems
11. Machine learning and expert systems
12. Application of expert systems in selected economic areas

Literature

LUGER, George F. Artifical Intelligence: Structures and Strategies for Complex Problem Solving. Sixth Edition. Boston: Addison Wesley, 2009. 743 s. ISBN 978-0-321-54589-3 .

Advised literature

GIARRATANO, Joseph C. a Gary D. RILEY. Expert Systems: Principles and Programming. Fourth Edition. 2004. 831 s. ISBN 978-0534384470 .