One-stop Data Mining & Movie Recommender Platform
NUS Summer Workshop2021 TOP Prize🏆!!
Posters: https://sws.comp.nus.edu.sg/2021/Posters.htm
• Utilized XPath, Beautiful Soup to crawl & parse over 4 million user reviews from ‘Douban.’ Built user model.
• Adopted Item-based collaborative filtering (SVD optimization) to construct the platform's Match layer.
• Developed both the front-end and back-end of a web-based platform using Python, Django, and MySQL.