Concepedia

DIRS-KG: a KG-enhanced interactive recommender system based on deep reinforcement learning

Ronghua Lin, Feiyi Tang, Chaobo He, Zhengyang Wu, Chengzhe Yuan, Yong Tang

World Wide Web · 2023 · 13 citations · 38 references

Concepts

ComputingComputer ScienceArtificial IntelligenceMachine LearningRecommender SystemsKnowledge-based RecommendationOnline RecommendationRecommendation EvaluationRecommendation SystemsReinforcement LearningAdaptive RecommendationDeep Learning For RecommendationDeep Reinforcement LearningInteractive Recommendation

References

38

Knowledge Graph Embedding: A Survey of Approaches and Applications

Quan Wang, Zhendong Mao, Bin Wang et al. · IEEE Transactions on Knowledge and Data Engineering · 2017 · 2.7K citations

Computing, Computer Science, Knowledge Capture +16

A contextual-bandit approach to personalized news article recommendation

Lihong Li, Wei Chu, John Langford et al. · 2010 · 2.5K citations · Full text

Computing, Computer Science, Algorithms +16

Xiang Wang, Xiangnan He, Yixin Cao et al. · 2019 · 2.1K citations · Full text

Computing, Computer Science, Data Mining +16

Knowledge Graph Embedding via Dynamic Mapping Matrix

Guoliang Ji, Shizhu He, Liheng Xu et al. · 2015 · 1.9K citations · Full text

Computing, Computer Science, Computational Linguistics +14

Collaborative Knowledge Base Embedding for Recommender Systems

Fuzheng Zhang, Nicholas Jing Yuan, Defu Lian et al. · 2016 · 1.8K citations

Computing, Computer Science, Knowledge Representation +9