Core: This document describes how progress is tracked and visualized in Aspiron.

Progress Tracking

Aspiron tracks learning progress across multiple dimensions to help students understand their journey.

What Gets Tracked

Completion Metrics

  • Syllabus Completion - Percentage of topics completed
  • Chapter Progress - Topics finished per chapter
  • Video Watch Time - Content consumed
  • Quiz Attempts - Practice questions attempted

Performance Metrics

  • Quiz Accuracy - Percentage of correct answers
  • Topic Mastery - Mastery level per topic
  • Time Management - Quiz timing patterns
  • Improvement Trends - Accuracy over time

Engagement Metrics

  • Study Time - Time spent learning
  • Session Frequency - How often students study
  • Note Creation - Personal notes created
  • Forum Participation - Doubts asked and answered

Student View

Dashboard Overview

The student dashboard shows:

  • Syllabus Progress - Overall completion percentage
  • Subject Breakdown - Progress per subject
  • Recent Activity - Latest learning activities
  • Streak - Consecutive days of study (non-toxic)

Progress Visualizations

Progress Bars

  • Subject-level progress
  • Chapter-level progress
  • Topic-level progress

Trend Lines

  • Accuracy over time
  • Study time per week
  • Quiz performance trends

Mastery Indicators

  • Not Started - Topic not yet covered
  • Learning - Currently studying
  • Practicing - Taking quizzes
  • Mastered - High accuracy achieved
  • Review Needed - Accuracy dropped

AI Insights

AI provides personalized insights:

  • Strengths - Topics with high accuracy
  • Weak Areas - Topics needing attention
  • Recommendations - What to study next
  • Predictions - Expected performance trends

Teacher View

Planned: Teacher view coming in Phase 2

Class Overview

Teachers see:

  • Average class progress
  • Common struggling topics
  • Active students
  • Quiz performance distribution

Student Progress

Teachers can view:

  • Individual student progress
  • Topic completion status
  • Quiz scores
  • Engagement levels

Intervention Tools

Teachers can:

  • Identify struggling students
  • Recommend specific topics
  • Create targeted content
  • Send announcements

Metrics Deep Dive

Syllabus Completion

Overall Syllabus
├── Physics (40%)
│   ├── Mechanics (100%)
│   ├── Thermodynamics (60%)
│   └── Electromagnetism (10%)
├── Chemistry (25%)
│   └── ...
└── Mathematics (15%)
    └── ...

Topic Mastery

Each topic shows:

  • Status - Not Started, Learning, Practicing, Mastered, Review Needed
  • Accuracy - Quiz accuracy percentage
  • Time Spent - Learning time for this topic
  • Last Assessed - When last quiz was taken

Accuracy Trends

Weekly accuracy chart showing:

  • Quiz scores over time
  • Improvement or decline
  • Subject-wise comparison
  • Prediction of future performance

Progress and Context

Context-Aware Progress

Progress is always context-aware:

  • Shows progress for your exam
  • Filters by your subject
  • Targets your target year
  • Compares to relevant benchmarks

Progress and AI

AI uses progress for:

  • Personalized recommendations
  • Recall Check scheduling
  • Study plan generation
  • Gap identification

Privacy and Progress

What Is Tracked

Aspiron tracks:

  • Content completion
  • Quiz performance
  • Study patterns
  • Engagement metrics

What Is NOT Tracked

Aspiron does NOT track:

  • Specific answers to questions
  • Personal identifying information
  • Data shared with third parties
  • Behavior outside the platform

Data Ownership

Students own their progress data:

  • Can view all tracked data
  • Can request data export (future)
  • Can delete data (future)
  • Can control data sharing

Progress Sharing

With Teachers

Students can share progress with teachers:

  • Opt-in sharing
  • Specific metrics only
  • Revocable permissions

With Peers

Progress is never shared with peers:

  • No leaderboards
  • No public rankings
  • No comparison features
  • Privacy-first approach

Future Progress Features

Planned Additions

  • Detailed Analytics - Comprehensive performance reports
  • Custom Reports - Generate progress reports
  • Benchmark Comparison - Compare to peer averages (anonymous)
  • Goal Setting - Set and track personal goals
  • Parent View - Progress sharing with parents (future)

AI Evolution

AI will provide:

  • More accurate predictions
  • Personalized study plans
  • Early intervention alerts
  • Performance optimization suggestions

Next Steps

← Previous Next →