Profiling the Design Space for Graph Neural Networks based Collaborative Filtering.
Zhenyi WangHuan ZhaoChuan ShiPublished in: WSDM (2022)
Keyphrases
- design space
- collaborative filtering
- neural network
- design parameters
- design choices
- design process
- design space exploration
- recommender systems
- response surface
- pattern recognition
- design tools
- directed acyclic graph
- matrix factorization
- genetic algorithm
- graph theory
- user preferences
- computer systems
- artificial neural networks
- search algorithm
- back propagation
- graph structure
- weighted graph
- recommendation systems
- building blocks
- random walk
- user ratings
- metadata