Aug 13, 2020   10:21 p.m. Ľubomír
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Course syllabus SYPR06_6D - Decision Support Systems (MTF - 2019/2020 - post-graduate studies)


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University:
Slovak University of Technology in Bratislava
Faculty: Faculty of Materials Science and Technology in Trnava
Course unit code:
SYPR06_6D
Course unit title:
Decision Support Systems
Mode of delivery, planned learning activities and teaching methods:

 
Credits allocated:
10
 
Recommended semester/trimester:
Process Automation and Informatization - doctoral (semi-compulsory), 2. year
Level of study:
-- item not defined --
Prerequisites for registration:
none
 
Assesment methods:
Continuous test, preparation of assigned tasks
 
Learning outcomes of the course unit:
Get a deep knowledge of decision theory, knowledge engineering, expert systems and decision support systems. Being able to formulate the decision problem of the knowledge engineering methods and design and implement systems solving knowledge base.
 
Course contents:
The theory of optimal and satisfactory decisions. Decision making under certainty, risk and uncertainty.
Expert systems and decision support systems.
Creating a knowledge base.
Knowledge Discovery in Databases (selection, preprocessing, transformation, data mining, interpretation).
Data mining (predictive tasks, descriptive tasks, methods and techniques of data mining)
Application areas. Typical properties.
 
Recommended or required reading:
Basic:
WINSTON, P H. Artificial Intelligence. b.m. : Addison-Wesley Publishing Company, 1984. 524 p. ISBN 0-201-08259-4.
LUGER, G F. -- STUBBLEFIELD, W A. Artificial intelligence. Structures and strategies for complex problem solving. Reading : Addison-Wesley, 1998. 824 p. ISBN 0-805-31196-3.
MAIMON, O. -- ROKACH, L. Data Mining and Knowledge Discovery Handbook. New York: Springer, 2005. 1383 p. ISBN 978-0-387-24435-8.
FIGINI , S. -- GIUDICI, P. Applied Data Mining for Business and Industry. 2nd Edition. New York: Wiley Computer Publishing, 2009. 249 p. ISBN 978-0-470-05887-9.

Recommended:
Clemen, R.T.: Making Hard Decisions: An Introduction to Decision Analysis. Duxbury Press, 1997, ISBN 0-53426-034-9.
Watson, H. J. a kol: Building Executive Information Systems and Other Decision Support Applications. J. Wiley and Sons, 1996, ISBN 0-471-06930-2.

 
Language of instruction: -- item not defined --
 
Notes:
 
Courses evaluation:
Assessed students in total: 28

P
N
100,0 %0 %
Name of lecturer(s):
doc. Ing. German Michaľčonok, CSc. (person responsible for course) - slovak
 
Last modification:
19. 12. 2018
Supervisor:
doc. Ing. German Michaľčonok, CSc. and programme supervisor


Last modification made by Ing. Erika Kuracinová on 12/19/2018.

Type of output: