EfficientRec an unlimited user-item scale recommendation system based on clustering and users interaction embedding profile.
Vu Hong QuanLe Hoang NganLe Minh DucNguyen Tran Ngoc LinhHoang-Quynh LePublished in: CoRR (2024)
Keyphrases
- user profiles
- collaborative filtering
- recommendation systems
- user interaction
- recommender systems
- clustering algorithm
- clustering method
- data points
- touch screen
- hierarchical clustering
- multiple users
- human interaction
- data clustering
- daily life
- information sources
- web browsing
- social media
- k means
- physical world
- user interface
- user feedback
- multidimensional scaling
- information overload
- user behavior
- categorical data
- user interests
- user experience
- cluster analysis
- data sets
- high dimensional data
- human computer interaction
- end users
- website