Intelligent Systems and Technologies Course code: 151507 | 6 ECTS credits
Basic information
Level of Studies:
Year of Study:
3
Semester:
6
Requirements:
Middle level programming and mathematics knowledge.
Goal:
Introducing AI (Artificial Intelligence) technologies in software applications, acquiring knowledge necessary for working with development tools and their integration into information systems, introduction to contemporary trends in AI.
Outcome:
Students will be able to use different kind of frameworks and software libraries to integrate business intelligence into the IS to achieve advanced functionality and to further develop themselves in this area
Contents of the course
Theoretical instruction:
- Introduction to AI
- Search Algorithms 1
- Search Algorithms 2
- Proposition and First Order Logic
- Expert Systems
- Fuzzy Logic
- Bayessian Networks
- Artificial Networks and Genetic Algorithm
- The Course's First Part Overview
- Description Logic
- Semantic Web
- Technics and Technologies for Advanced Data Search
- The Course's Second Part Overview
- Final Conclusions
Practical instruction (Problem solving sessions/Lab work/Practical training):
- In accordance with the subject addressed in the course of the lecture. Demonstrate the practical development of intelligent systems presented in lectures, using the selected tools. The course program is in line with the recommendations of IEEE / ACM CC2001, Computer Science - CS260, Artificial Intelligence, and CS261w AI and Information.
Textbooks and References
- H. Marmanis, D. Babenko, Algorithms of the Intelligent Web, Manning, United Kingdom, 2009
- M.Russel, Mining the Social Web, O’Reilly, USA, 2013
- V. Devedžić, Tehnologije inteligentnih sistema, Fakultet organizacionih nauka, Beograd, 2004.
Number of active classes (weekly)
Lectures:
3
Practical classes:
2
Other types of classes:
0
Grading (maximum number of points: 100)
Pre-exam obligations
Points
activities during lectures
5
activities on practial excersises
5
seminary work
0
colloquium
60
Final exam
Points
Written exam
30
Oral exam
0