CS6460-Ed Tech: Comprehensive Multimodal Spaced Repetition Learning Dashboard
This dashboard combines two powerful learning optimization approaches:
- Free Spaced Repetition Scheduler (FSRS) - An advanced algorithm for optimal review timing
- Multimodal Learning System - A system that adapts content presentation to your learning preferences
Parameter Settings
Preset Parameters: These are pre-calibrated values based on research data that define the underlying models
- FSRS Model Parameters: Define the mathematical model for spaced repetition intervals
- Multimodal Weights: Define the effectiveness of different learning modalities
- Those preset parameters are for user personal learning patterns, since all of them are customized parameters, I leave default values here for now. But it allows manual adjustment for simultion.
Customizable Settings: These are parameters you can adjust based on your specific learning scenario
- Learning Period & Time: How long and how much time per day you plan to study
- Target Retention: The memory retention rate you aim to achieve
- Knowledge Load: How much material you need to learn
How to Use This Dashboard
Configure Settings (Parameter Settings tab):
- Adjust the preset parameters if you have specific data about your learning preferences
- Set your customizable settings based on your actual study plan and goals
- Click "Run Simulation" to process your configuration
Review Analysis (Analysis tab):
- Compare standard vs. multimodal review patterns
- Examine retention rates over time
- Understand which modalities are most effective for your learning style
- See how modality usage evolves as the system adapts to your preferences
Apply Recommendations (Recommendations tab):
- Review the personalized learning strategy based on simulation results
- Follow the suggested spaced repetition schedule and modality mix
- Apply the recommendations to your actual study plan
Adjust the parameters below to see how different settings affect your learning efficiency, and get personalized recommendations for optimizing your study approach.
Spaced Repetition (FSRS) Settings
Multimodal Learning Settings
0.5 2
0.5 2
0.5 2
0.5 2
0.5 2
0.5 2
Shared Learning Parameters (Set Customized Parameters Here)
0.7 0.99
5 120
30 365
100 10000
1 365
1 60
1 120
1 60
0.01 0.2