https://github.com/sunho/goranireader

ebook reader that traces vocabulary of students by utilizing ML on dictionary look-up logs
https://github.com/sunho/goranireader

Last synced: 11 days ago
JSON representation

ebook reader that traces vocabulary of students by utilizing ML on dictionary look-up logs

• Host: GitHub
• URL: https://github.com/sunho/goranireader
• Owner: sunho
• Created: 2020-04-21T10:27:36.000Z (over 4 years ago)
• Default Branch: old-revive
• Last Pushed: 2023-01-09T12:28:08.000Z (almost 2 years ago)
• Last Synced: 2024-10-21T02:47:50.919Z (18 days ago)
• Language: TypeScript
• Homepage:
• Size: 620 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 29
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# About Gorani Reader

It tries to trace vocabulary of students by utilizing dictionary look-up logs. With traced vocabulary, Gorani Reader improves the book recommendation and word quizzes (short text reading). 

## Components

### Machine Learning model

More detailed description on [here](/backend/dataserver/notebooks/2020_final.ipynb)

### Frontend

Ebook reader with dicitonary look-up function implemented from scratch using web technologies. It contains react implementation of ebook page splitting, rendering, and swiping. [source_code](/frontend/app)

### ETL pipeline

ETL pipeline that preprocesses the event logs sent from frontend into tabular data that can be used directly in machine learning model. It also contains a job to convert epub (standard ebook format) file into booky (custom format used in gorani reader) file. [source_code](/backend/dataserver/dataserver)