An FPGA-Based Accelerator for Neighborhood-Based Collaborative Filtering Recommendation Algorithms.
Xiang MaChao WangQi YuXi LiXuehai ZhouPublished in: CLUSTER (2015)
Keyphrases
- information retrieval systems
- neighborhood based collaborative filtering
- recommendation algorithms
- collaborative filtering
- field programmable gate array
- recommender systems
- hardware implementation
- recommendation systems
- item based collaborative filtering
- user preferences
- matrix factorization
- user based collaborative filtering
- embedded systems
- parallel computing
- application specific
- parallel implementation
- personalized recommendation
- data sparsity
- image processing algorithms
- filtering algorithm
- collaborative filtering recommendation
- cold start
- learning to rank
- product recommendation
- user profiles
- multiscale
- similarity measure