ev9h / bc-project

bc-project "文言文诗词狂"

A Machine-learning Powered Classical Chinese Learning Platform

Main Features: (in progress)

1. Machine-learning technologies that can form personalized learning material based on individual student’s needs and progress over time.
2. Online managing tools for instructors/teachers to manage the range of topics covered in each lesson plan as well as track student performance statistics (e.g., test scores).
3. Support printing tests and OCR/OMR scanning student's responses for seamless offline usage, as a solution to the practical condition that high-school, in-class teaching environment which does not allow electronic devices for each student.
4. *Gamification elements such as leaderboards or rewards system that encourages competition among students while providing motivation towards mastering classical Chinese language skills .

Other implementations:

1. User-friendly interface constructed by professional UX designer for users to easily navigate the platform.
2. Authorization and registration of admin, instructor,and student accounts.

front-end

• Framework: React
• install node.js first: https://nodejs.org/en/
• To start server, in the project directory ("frontend")

  npm start

• server run at

  http://localhost:3000/

• *UI framework
  • antd (npm install antd)

back-end

• Framework: django
• Database: Postgresql
• Instructions:
  • create a virtual environment and activate
  • install requirements, (under same directory with requirements.txt):

    pip install -r requirements.txt

  • to run server, under the same directory of manage.py:

    python manage.py runserver

• server run at

  http://127.0.0.1:8000/

OMR Scanning

• Forking OMRchecker
• Deployed in util/OMR

links & info

• ant design: https://ant-design.antgroup.com/docs/react/introduce-cn
• how was authentication implemented: https://www.youtube.com/watch?v=xjMP0hspNLE