Diffusion-Based Cloud-Edge-Device Collaborative Learning for Next POI Recommendations.
Jing LongGuanhua YeTong ChenYang WangMeng WangHongzhi YinPublished in: KDD (2024)
Keyphrases
- collaborative learning
- collaborative recommendation
- user preferences
- recommender systems
- content analysis
- tablet pc
- cloud computing
- edge detection
- computer mediated
- individual learning
- anisotropic diffusion
- recommendation systems
- computer supported
- edge information
- computer supported collaborative learning
- learning process
- knowledge building
- student learning
- communication tools
- spreading activation
- knowledge construction
- collaborative learning activities
- diffusion process
- edge detector
- weighted graph
- user profiling
- learning outcomes
- web based collaborative learning
- multiscale
- data center
- learning theories
- personalized recommendation
- information diffusion
- group formation
- virtual machine
- collaborative learning environments
- diffusion coefficient
- association rules