Collaborative Filtering based Recommendation Algorithm for Recommending Active Molecules for Protein Targets.
Jun MaHongxin AnRuisheng ZhangRongjing HuPublished in: BIBM (2018)
Keyphrases
- collaborative filtering
- recommendation algorithms
- recommender systems
- personalized recommendation
- molecular structures
- recommendation systems
- matrix factorization
- cold start
- user based collaborative filtering
- user preferences
- item based collaborative filtering
- chemical compounds
- chemical reactions
- data sparsity
- protein sequences
- virtual screening
- social recommendation
- collaborative filtering recommendation
- learning to rank
- protein structure
- filtering algorithm
- content based filtering
- collaborative filtering algorithms
- amino acids
- recommendation quality
- product recommendation
- implicit feedback
- user profiles
- transfer learning
- gray level
- information overload
- user interests
- drug discovery