Decision support systems

1.

Subject title

Decision support systems

Системи за поддршка при одлучувањето

2.

Code

F23L3W156

3.

Study program

Примена на информациски технологии, Софтверско инженерство и информациски системи, Компјутерски науки, Компјутерско инженерство, Интернет, мрежи и безбедност, Информатичка едукација, Software engineering and information systems, Примена на информациски технологии, Софтверско инженерство и информациски системи, Компјутерски науки, Компјутерско инженерство, Интернет, мрежи и безбедност, Software engineering and information systems, Стручни студии за програмирање, Стручни студии за програмирање, Software Engineering,

4.

Organizer of the study program (unit, institute, department, division)

Faculty of Information Sciences and Computer Engineering

5.

Study cycle (first, second, third)

Прв циклус

6.

Academic year / semester

4 / Зимски

7. Number of ECTS credits

6.0

8.

Instructor

проф. д-р Георгина Мирчева

9.

Prerequisites for enrollment

Вештачка интелигенција или Вовед во науката за податоци или Машинско учење

10.

Subject goals and competencies:

This course is an introduction to the application of data analysis for making business decisions. The aim of the course is students to become familiar with the methods, techniques and decision support systems, as well as analysis of the decisions. To become familiar with the techniques for acquiring knowledge and representing knowledge. After completion of the course, students will gain knowledge of how to use decision support systems, how to properly choose an appropriate decision support system in a given business context, as well as to design, develop and manage decision support systems.

11.

Subject content:

Expert systems. Process of knowledge engineering. Knowledge representation. Knowledge discovery. Reasoning with uncertainty. Fuzzy logic. Decision making, systems, modeling and support. Decision support systems, concepts, methodologies and technologies. Modeling and analysis in decision making. Analysis of decisions. Applications for making business decisions in management, marketing, sales, customer relationship management, e-commerce, innovations, etc. Collaboration, communication, decision support systems for making decisions in a group. Knowledge management. Decision support systems for management, trends and influences. Tools and frameworks for development and design.

12.

Learning methods:

предавања, аудиториски вежби, лабораториски вежби, проектни задачи, домашни задачи

13.

Total available time fund

6.0 ECTS x 30 hours = 180 hours

14.

Time distribution

30 + 45 + 15 + 15 + 75 = 180 hours

15.

Forms of teaching activities

15.1.

Lectures - theoretical teaching

30 hours

15.2.

Exercises (laboratory, classroom), seminars, team work

45 hours

16.

Other forms of activities

16.1.

Project tasks

15 hours

16.2.

Independent tasks

15 hours

16.3.

Homework

75 hours

17.

Grading method

17.1.

Tests

0 points

17.2.

Seminar work / project (presentation: written and oral)

15 points

17.3.

Activities and learning

10 points

17.4.

Final exam

30 points

18.

Grading criteria (points / grade)

up to 50 points

5 (five) (F)

from 51 to 60 points

6 (six) (E)

from 61 to 70 points

7 (seven) (D)

from 71 to 80 points

8 (eight) (C)

from 81 to 90 points

9 (nine) (B)

from 91 to 100 points

10 (ten) (A)

19.

Condition for signature and taking final exam

Реализирани активности 15, 16

20.

Language of instruction

македонски и англиски

21.

Quality assurance method

механизам на интерна евалуација и анкети

22.

Literature

22.1.

Mandatory literature

22.2.

Additional literature