Knowledge-aware reasoning with self-supervised reinforcement learning for explainable recommendation in MOOCs.
Yuanguo LinWei ZhangFan LinWenhua ZengXiuze ZhouPengcheng WuPublished in: Neural Comput. Appl. (2024)
Keyphrases
- reinforcement learning
- knowledge base
- knowledge representation
- reasoning process
- formal models
- expert systems
- prior knowledge
- domain knowledge
- general knowledge
- knowledge acquisition
- commonsense knowledge
- incomplete knowledge
- reasoning mechanism
- collaborative filtering
- state space
- domain experts
- probabilistic knowledge
- reasoning engine
- reasoning systems
- uncertain information
- complex domains
- diagnostic systems
- recommendation systems
- production rules
- function approximation
- knowledge sources
- markov decision processes
- learning algorithm
- design process
- knowledge based systems
- logic programs
- data mining techniques
- description logics
- knowledge discovery
- e learning