Factors for students performance prediction

1. Behavior of study/motivation

2. Student Infrastructure

2.1. Class type

2.2. Semester duration

2.3. type of program

3. Student elearning activity

3.1. Activity log

3.1.1. Number of tasks

3.1.2. Number of materials viewed

3.1.3. Assessment activity

3.1.4. number of discussions

3.1.5. number of access/present

4. psychological

4.1. Self regulation

4.2. student interest

4.3. stress/anxiety

5. Prior academic acheivement

5.1. pre university

5.1.1. pre admission test

5.1.2. high sec school backgroud

5.2. university

5.2.1. course assessment

5.2.2. course mark

5.2.3. GPA/CGPA

6. Students demographic

6.1. gender

6.2. age

6.3. socio-economic status

6.3.1. residence

6.3.2. family size

6.3.3. income

6.3.4. parent education

6.3.5. parent occupation

6.3.6. distance travelled