Automated Knowledge Base Completion Using Collaborative Filtering and Deep Reinforcement Learning.
Alisher TortayJeehang LeeChang Hwa LeeSang Wan LeePublished in: SMC (2018)
Keyphrases
- collaborative filtering
- knowledge base
- reinforcement learning
- recommender systems
- expert systems
- data sparsity
- semi automated
- matrix factorization
- transfer learning
- description logics
- knowledge acquisition
- knowledge based systems
- markov decision processes
- fully automated
- user preferences
- state space
- function approximation
- knowledge representation
- optimal policy
- rule base
- knowledge structures
- robotic control
- website
- web page recommendation
- making recommendations
- cold start problem
- cold start
- deep learning
- personalized recommendation
- learning process
- recommendation systems
- learning algorithm