| Project Name | Gamification Model using NLP |
|---|---|
| Technologies | Python, NLP, Unity, Gamification APIs |
| Problem Statement | Low engagement in traditional learning |
| AI Component | NLP scoring, adaptive learning |
| Solution | NLP-based quizzes, rewards, interactive learning modules |
| Impact | Enhances global learning outcomes, promotes interactive education |
| Student ID | Response Text | NLP Sentiment Score | Complexity Score | Engagement Level |
|---|---|---|---|---|
| 101 | "Photosynthesis is the process through which plants create food." | 0.87 | 0.62 | High |
| 102 | "I don’t understand how energy flows in ecosystems." | -0.12 | 0.48 | Medium |
| 103 | "Plants grow using sunlight, water, and carbon dioxide." | 0.73 | 0.57 | High |
| Event ID | Action | Points Awarded | Badge Earned | Level |
|---|---|---|---|---|
| E001 | Completed NLP Quiz 1 | 50 | Bronze Reader | 2 |
| E002 | Streak: 3 Days Learning | 30 | Consistency Star | 3 |
| E003 | High-Score in Adaptive Quiz | 100 | Silver Scholar | 4 |
| Question ID | Question | Difficulty Level | Correct Answer | Category |
|---|---|---|---|---|
| Q101 | What is the function of chlorophyll? | Medium | Absorb sunlight | Biology |
| Q102 | Explain energy transfer in food chains. | Hard | Energy decreases at each trophic level | Ecology |
| Q103 | Define an ecosystem. | Easy | A community of organisms and environment | Ecology |