Information Package / Course Catalogue
Artificial Intelligence Technologies and Management
Course Code: YBS402
Course Type: Area Elective
Couse Group: First Cycle (Bachelor's Degree)
Education Language: Turkish
Work Placement: N/A
Theory: 3
Prt.: 0
Credit: 3
Lab: 0
ECTS: 6
Objectives of the Course

Students and the issues encountered in the field of artificial intelligence methods, lectures, is to face problems and applications over

Course Content

Artificial Intelligence Overview and Scope of Artificial Intelligence Approaches; utilized areas; Expert System Concept; Expert System Knowledge in Organization and Management; knowledge Acquisition and Validation; Information Presentation; Reasoning Mechanism of Expert Systems to be built; PROLOG and Expert System Development; Neural Networks Introduction of Neural Computing

Name of Lecturer(s)
Learning Outcomes
1.Ability to think analytically and uses time effectively in the process of inference
2.Mathematics or computer science to solve the problems encountered in the field of personal and work effectively as a team member
3.Space-related uses its knowledge to benefit society.
4.Perform search and heuristic programming.
5.Makes applications to expert systems, planning, learning and natural language processing.
Recommended or Required Reading
1.1. Novruz Allahverdi, Uzman Sistemler: Bir Yapay Zeka Uygulaması, atlas Yayınları, 2002
Weekly Detailed Course Contents
Week 1 - Theoretical
Introduction to Artificial Intelligence and intelligent agents
Week 1 - Preparation Work
Novruz Allahverdi, Uzman Sistemler: Bir Yapay Zeka Uygulaması, atlas Yayınları, 2002
Week 2 - Theoretical
Search, Solving Search Problems, Depth-First Search, Breadth-First Search
Week 2 - Preparation Work
Novruz Allahverdi, Uzman Sistemler: Bir Yapay Zeka Uygulaması, atlas Yayınları, 2002
Week 3 - Theoretical
Constraint-based search methods to ensure conditions with problem solving, depending on the search method contrasts
Week 3 - Preparation Work
Novruz Allahverdi, Uzman Sistemler: Bir Yapay Zeka Uygulaması, atlas Yayınları, 2002
Week 4 - Theoretical
Logical factors in my mind the role of information and expression
Week 4 - Preparation Work
Novruz Allahverdi, Uzman Sistemler: Bir Yapay Zeka Uygulaması, atlas Yayınları, 2002
Week 5 - Theoretical
First level logic
Week 5 - Preparation Work
Novruz Allahverdi, Uzman Sistemler: Bir Yapay Zeka Uygulaması, atlas Yayınları, 2002
Week 6 - Theoretical
At the first level with the help of logic inference
Week 6 - Preparation Work
Novruz Allahverdi, Uzman Sistemler: Bir Yapay Zeka Uygulaması, atlas Yayınları, 2002
Week 7 - Theoretical
Knowledge representation, planning and implementation strategies in the real world
Week 8 - Theoretical
Decision-making approach with the help of simple and complex machines
Week 9 - Theoretical
Decision-making approach with the help of simple and complex machines
Week 9 - Preparation Work
Novruz Allahverdi, Uzman Sistemler: Bir Yapay Zeka Uygulaması, atlas Yayınları, 2002
Week 10 - Theoretical
Learning and creation of knowledge by learning from observations
Week 10 - Preparation Work
Novruz Allahverdi, Uzman Sistemler: Bir Yapay Zeka Uygulaması, atlas Yayınları, 2002
Week 11 - Theoretical
Statistical learning methods and neural networks
Week 11 - Preparation Work
Novruz Allahverdi, Uzman Sistemler: Bir Yapay Zeka Uygulaması, atlas Yayınları, 2002
Week 12 - Theoretical
Reinforcing learning
Week 12 - Preparation Work
Novruz Allahverdi, Uzman Sistemler: Bir Yapay Zeka Uygulaması, atlas Yayınları, 2002
Week 13 - Theoretical
Reinforcing learning
Week 13 - Preparation Work
Novruz Allahverdi, Uzman Sistemler: Bir Yapay Zeka Uygulaması, atlas Yayınları, 2002
Week 14 - Theoretical
End-of-Term Evaluation
Week 14 - Preparation Work
Novruz Allahverdi, Uzman Sistemler: Bir Yapay Zeka Uygulaması, atlas Yayınları, 2002
Assessment Methods and Criteria
Type of AssessmentCountPercent
Midterm Examination1%40
Final Examination1%60
Workload Calculation
ActivitiesCountPreparationTimeTotal Work Load (hours)
Lecture - Theory142370
Individual Work142256
Midterm Examination1819
Final Examination114115
TOTAL WORKLOAD (hours)150
Contribution of Learning Outcomes to Programme Outcomes
PÇ-1
PÇ-2
PÇ-3
PÇ-4
PÇ-5
PÇ-6
PÇ-7
PÇ-8
PÇ-9
PÇ-10
PÇ-11
PÇ-12
PÇ-13
PÇ-14
PÇ-15
OÇ-1
4
3
4
4
3
4
3
4
2
1
2
2
3
3
4
OÇ-2
4
3
4
4
4
4
3
4
3
1
3
3
4
4
4
OÇ-3
3
4
4
4
4
4
2
3
2
1
2
2
4
4
2
OÇ-4
4
4
3
3
4
2
2
3
2
1
5
4
2
2
4
OÇ-5
5
4
3
2
3
2
2
4
1
1
5
5
3
3
5
Adnan Menderes University - Information Package / Course Catalogue
2026