|
| Features’ categories | Features | Description |
|
| Behavioral features | ODGP | Online discussion group participation, i.e., the number of times a learner has participated in the online discussion group (numeric) |
| NPP | Number of times problem posted online related to study topics (numeric) |
| NPS | Number of times solved the posted problem online by other learners during learning (numeric) |
| NTAQ | Total number of quiz attempts in three modules (numeric) |
| TRR | Learning topic average repetition rate in three modules (numeric) |
|
| Context features | AST | Average study time per learning topic (numeric) |
| NTRA | Number of times text resource accessed during the learning process (numeric) |
| NVRA | Number of times video resource accessed during the learning process (numeric) |
| MP1 | Learner performance in module 1, numeric: (18 to 20 = very good), (15 to 18 = good), (12 to 15 = average), (9 to 12 = satisfactory), and (0 to 9 = fail) |
| MP2 | Learner performance in module 2, numeric: (18 to 20 = very good), (15 to 18 = good), (12 to 15 = average), (9 to 12 = satisfactory), and (0 to 9 = fail) |
| MP3 | Learner performance in module 3, numeric: (18 to 20 = very good), (15 to 18 = good), (12 to 15 = average), (9 to 12 = satisfactory), and (0 to 9 = fail) |
| APV | Academic places visited. Degree of academic places visited during the learning process, i.e., library and classrooms, numeric: 0 to 1 |
| SPV | Social places visited. Degree of social places visited during the learning process, i.e., playgrounds and hostels, numeric: 0 to 1 |
|
| Final performance feature | FG | Final grades showing the final performance of a learner in three modules, categorical: (18 to 20 = very good), (15 to 18 = good), (12 to 15 = average), (9 to 12 = satisfactory), and (0 to 9 = fail) |
|
