KERL: A Knowledge-Guided Reinforcement Learning Model for Sequential Recommendation.
Pengfei WangYu FanLong XiaWayne Xin ZhaoShaozhang NiuJimmy HuangPublished in: SIGIR (2020)
Keyphrases
- reinforcement learning
- mathematical model
- semantic models
- formal model
- expert knowledge
- similarity measure
- domain experts
- computational model
- probability distribution
- parameter estimation
- statistical model
- probabilistic model
- prior knowledge
- model free
- additional knowledge
- theoretical analysis
- knowledge discovery
- theoretical framework
- conceptual model
- evaluation function
- conceptual framework
- social networks