CF-DAML: Distributed automated machine learning based on collaborative filtering.
Pengjie LiuFucheng PanXiaofeng ZhouShuai LiLiang JinPublished in: Appl. Intell. (2022)
Keyphrases
- machine learning methods
- collaborative filtering
- machine learning
- recommender systems
- machine learning algorithms
- machine learning approaches
- matrix factorization
- data sparsity
- user interests
- user preferences
- user profiles
- statistical methods
- cold start problem
- semi automated
- distributed environment
- deal with information overload
- multi agent
- recommendation systems
- recommendation quality
- cooperative
- neighbor selection
- item based collaborative filtering
- distributed systems
- transfer learning
- computer science
- fully automated
- making recommendations
- collaborative filtering recommendation
- probabilistic matrix factorization
- rating matrix
- distributed data
- collaborative filtering algorithms
- computer vision
- cold start
- website
- user ratings
- personalized recommendation
- decision trees
- knowledge acquisition
- communication cost
- pattern recognition
- data mining
- data analysis
- mobile agents
- information extraction
- peer to peer
- lightweight