ChatGPT Interfaced Quiz Generator
Microsoft Fluent UI Styled Mockup + Sample Dataset
Project Name
ChatGPT Interfaced Quiz Generator
Technology / Platform
Web App (React/Next.js), Backend (Node.js / Python Flask), Database (MongoDB/PostgreSQL),
API integration with OpenAI GPT-4/5, Fully Responsive UI/UX
Problem Statement
Manual quiz creation is time-consuming, inconsistent, and often lacks adaptability to learners’ needs.
AI Component
ChatGPT NLP model generates quiz questions, provides hints, evaluates answers,
and adapts difficulty based on user performance.
Solution
Uses ChatGPT to automatically generate MCQ, fill-in-the-blank, and short-answer quizzes
from syllabus or uploaded text. Supports instant customization, difficulty adjustment,
adaptive learning feedback, and analytics.
Societal Impact
Makes education more accessible and personalized globally.
Reduces educator workload, enhances learning outcomes,
and is scalable for schools, universities, online courses, and corporate learning.
Sample Dataset — Generated Quiz Items
Dataset representing questions generated by ChatGPT.
| Question ID |
Type |
Question Text |
Options |
Correct Answer |
Difficulty |
| QZ-001 |
MCQ |
What is the powerhouse of the cell? |
A) Ribosome B) Mitochondria C) Nucleus D) Golgi |
B |
Easy |
| QZ-002 |
Fill Blank |
The process of converting light energy into chemical energy is called ______. |
— |
Photosynthesis |
Medium |
| QZ-003 |
Short Answer |
Define Artificial Intelligence. |
— |
Machine-based intelligence |
Medium |
| QZ-004 |
MCQ |
Which data structure uses FIFO? |
A) Stack B) Queue C) Tree D) Graph |
B |
Easy |
Sample Dataset — User Performance Tracking
Used for adaptive difficulty and progress analytics.
| User ID |
Quiz ID |
Score |
Time Taken |
Accuracy |
Next Difficulty |
| USR-101 |
QUIZ-01 |
8/10 |
6 mins |
80% |
Medium |
| USR-202 |
QUIZ-02 |
4/10 |
12 mins |
40% |
Easy |
| USR-303 |
QUIZ-01 |
9/10 |
5 mins |
90% |
Hard |
| USR-404 |
QUIZ-03 |
7/10 |
7 mins |
70% |
Medium |
Sample Dataset — AI Quiz Generation Logs
Tracks how ChatGPT generated questions, hints, and answers.
| Log ID |
Action |
Input Source |
Status |
Time |
Notes |
| LOG-01 |
Quiz Generation |
Uploaded PDF — Biology Ch.3 |
Success |
3.4 sec |
Generated 12 questions |
| LOG-02 |
Difficulty Adaptation |
User USR-202 performance |
Success |
0.8 sec |
Recommended easier questions |
| LOG-03 |
Hint Generation |
Question QZ-004 |
Success |
0.5 sec |
Provided topic-level clue |
| LOG-04 |
Quiz Regeneration |
Syllabus text – Data Structures |
Failed |
— |
API rate limit hit |