EduAI, a website to help people learn and explore MOOCs in a more efficient way.

Our application will have two primary novel features:

1. Features for exploring MOOCs based on knowledge concept dependencies.
2. Personalized learning. Learners have various backgrounds, and traditional platforms ignore this diversity by suggesting the same courses for every learner.

OS X & Linux & Windows:

pip install -r requirements.txt
python application.py

Go to http://0.0.0.0:8080 by default. You can enter the browse mode. Search the relevant concept such as machine learning on the above search bar, you can find relevant courses to the concept.

• Part C
  • Basic functional logics done
• Part B
  • Basic Templates Done
• Part A
  • Work in Progress

• All the test cases codes could be found [here].

• We have two level test cases.

  • module level. Test each sub-module.

    • /testing/browse_test.py
    • /testing/graph_test.py
    • /testing/login_test.py
    • /testing/logout_test.py
    • /testing/search_test.py
    • /testing/signup_test.py
    • /testing/userdesc_test.py
    • /testing/userimage_test.py
    • /testing/userinfo_test.py

  • website level. Test all functions.

    • /testing/all_test.py

1. Fork it
2. Create your feature branch (git checkout -b feature/fooBar)
3. Commit your changes (git commit -am 'Add some fooBar')
4. Push to the branch (git push origin feature/fooBar)
5. Create a new Pull Request

The document of our this project can be found [here].

The system has been deployed on AWS, please check this link for you need.

Our demo can be found in this link.

• To meet the course requirement for Part C, we re-committed our repo at Feb. 18. Please just ingore all the previous records before that day. (@Professor, @TA)

• code

  • This file is for the functional codes, including data crawl and database construction.

  • /crawler

    • crawl.py
      • course data crawl.
    • index_module.py
      • build the inverted index database for search.

  • /auth

    • init.py
      • initialization file for auth
    • controller.py
      • functions related to user management.
    • models.py
      • define user class.

  • /browse

    • init.py
      • initialization file for browse mode.
    • controller.py
      • functions related to browse mode.
    • generate_categories.py
      • Parse the original course_taxonomy into sturctured data.

  • /search

    • init.py
      • initialization file for search mode.
    • controller.py
      • functions related to search mode.
    • search_engine.py
      • search engine class.
    • utils.py
      • Define utility functions for search module.

  • /testing

    • all_test.py
      • test all functions.
    • browse_test.py
      • test browse mode.
    • graph_test.py
      • test concept graph.
    • login_test.py
      • test login
    • logout_test.py
      • test logout.
    • search_test.py
      • test search
    • signup_test.py
      • test sign up.
    • userdesc_test.py
      • test user description
    • userimage_test.py
      • test user image.
    • userinfo_test.py
      • test user information.

  • /users

    • init.py
      • initialization file for user.
    • controller.py
      • Controller for user home page
    • /modules
      • education.py
        • Provide education level list for frontend.
      • history,py
        • Provide user history for frontend.
      • interests.py
        • Provide interest list for frontend.
      • portfolio.py
        • user information stored in database.
      • recommendation.py
        • recommend a course to user.

  • /visualization

    • init.py
      • initialization file for the visualization module.
    • controllers.py
      • functionality in visualization.

  • application.py * The main file

  • config.py

    • setting of support files.

  • config.ini

    • instantiation of support files

  • init.py

    • homepage backend.

  • /static

    • resources for frontend.

  • /templates

    • templates for frontend.

  • requirements.txt

    • dependent libraries