2021-03-13发表2021-03-31更新paper reading5 分钟读完 (大约703个字)(KGAT)Knowledge Graph Attention Network for Recommendation 论文笔记发表于2019 KDD的有关item推荐的论文,是较早将知识图谱与推荐系统相结合的文章,同时结合了图神经网络技术阅读更多
2021-03-10发表2021-03-30更新paper reading9 分钟读完 (大约1294个字)(KGIN)Learning Intents behind Interactions with Knowledge Graph for Recommendation 论文笔记发表于2021 WWW的有关item推荐的论文,是目前为止第一篇在item推荐领域里引入intent这一变量的论文,是对用户与商品交互的一种细粒度化的建模阅读更多
2020-11-23发表2021-03-01更新paper reading6 分钟读完 (大约922个字)Leveraging Demonstrations for Reinforcement Recommendation Reasoning over Knowledge Graphs 论文阅读这是一篇对于推荐系统领域与知识图谱相结合的工作的调研阅读更多
2021-04-30(DICE) Disentangling User Interest and Conformity for Recommendation with Causal Embedding 论文阅读paper reading
2021-04-30(ESAM)Discriminative Domain Adaptation with Non-Displayed Items to Improve Long-Tail Performance 论文笔记paper reading