CS62-BU49 :: Mod Link Application: Activity Recommendation System for KMUTT Students
แอปพลิเคชันมดลิงก์: ระบบแนะนำกิจกรรมให้กับนักศึกษามหาวิทยาลัยเทคโนโลยีพระจอมเกล้าธนบุรี
details
Mod Link Application: Activity Recommendation System is a web application that helps KMUTT students to find the appropriate activities for each student based on three types of recommendations, i.e., Most related Activities, You Might Be Interested Activities and Based-on KMUTT Student QF Activities. Besides, students can see their KMUTT Student QF for each competency to analyze which one is lacking or sufficient in a way of student development. In addition, we also provide a dashboard for KMUTT student association staff to help them visualize the direction of student activities that will perform in the future to make it more acceptable to KMUTT students.
tools & techniques
Front-End:
- Language: JavaScript with TypeScript
- Framework: Next.js
- Libraries: Tailwind CSS, MobX and Axios
Back-End:
- Language: Python
- Framework: Flask
Database:
- Database Management System: PostgreSQL
AI Development:
- Language: Python
- Libraries: Numpy, Pandas, Sklearn and Matplotlib
Infrastructure:
- Hosting: SIT VM (with Ubuntu 20.04)
- Web Server: Nginx
- Container Management: Docker
- Image Storage: Google Cloud Storage
Project Management:
- Project Management: Google Drive, Microsoft OneDrive and Microsoft Teams
Other Tools:
- API Testing: Postman
- Design: Figma
- Code Editor: Visual Studio Code
- Version Control System: GitHub
author
MR.THANATAT WONGABUT
รหัสนักศึกษา 62130500211
thanatat.wong@mail.kmutt.ac.thMR.PARINTHON PUKSURIWONG
รหัสนักศึกษา 62130500217
parinthon.nungwin@mail.kmutt.ac.thMR.SAKKARIN POOLSUK
รหัสนักศึกษา 62130500227
sakkarin.kmutt@mail.kmutt.ac.thadvisor
Vajirasak Vanijja
Vithida Chongsuphajaisiddhi
