To what extent does a linear regression-based adaptive learning system improve the efficacy of quiz competitions in Mathematics?SL
Loading scores...
B
Official IB Result
IB Grade: B
Criteria A: Focus and Method
5/6
0
3
6
Criteria Strands
A.1Topic Communication
Excellent
A.2Research Question
Good
A.3Methodology
Moderate
Criteria Feedback
- Your investigation is clearly framed around a Computer Science problem and the purpose stays understandable throughout.
- The research question is explicit and stays connected to the adaptive quiz system you designed.
- Your methodology is substantial, with a clear comparison between an adaptive system and a control group.
- The overall focus is still a little broad because you combine several outcomes without clearly prioritising one main measure.
- Some methodological details needed for replication are missing or only partially explained.
- The use of synthetic training data weakens the clarity of how your method would work with real learner behaviour.
Criteria B: Knowledge and Understanding
4/6
0
3
6
Criteria Strands
B.1Subject Knowledge
Moderate
B.2Use of Terminology
Good
Criteria Feedback
- You use relevant subject terminology confidently, including model validation language and statistical terms.
- Your explanation shows a good grasp of how adaptive learning systems and prediction-based selection work.
- You connect theory to your design choices rather than leaving the ideas abstract.
- Some concepts are described a little too strongly, especially where prediction is treated like causation or accuracy.
- Your interpretation of statistical measures such as R² is not always precise enough.
- A few definitions and notational choices are unclear, which makes parts of the explanation harder to follow.
Criteria C: Critical Thinking
8/12
0
6
12
Criteria Strands
C.1Research Application
Moderate
C.2Analysis
Poor
C.3Discussion and Evaluation
Poor
Criteria Feedback
- Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.
- Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.
- Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
- Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.
Criteria D: Presentation
3/4
0
2
4
Criteria Strands
D.1Structure
Excellent
D.2Layout
Good
Criteria Feedback
- Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.
- Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.
- Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
- Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.