CS6460-Ed Tech: Comprehensive Multimodal Spaced Repetition Learning Dashboard

This dashboard combines two powerful learning optimization approaches:

1. Free Spaced Repetition Scheduler (FSRS) - An advanced algorithm for optimal review timing
2. 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

1. 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

2. 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

3. 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.