Collaborative Self-Attention Network for Session-based Recommendation 2021-04-09 16:17:11
考虑了会话中的物品同其他session之间的相似关系,并用相近的session表征来enrich当前会话中的物品表征。 ... ; || Anjing Luo...

Measuring the Popularity of Job Skills in Recruitment Market: A Multi-Criteria Approach 2021-04-07 15:37:16
主题模型;Topic Model; 显式主题;概率平滑;集合与集合关联进行统计;LDA; || Tong Xu; Hui Xiong...

Discrete Embedding for Latent Networks 2021-04-06 14:29:43
隐式图结构学习;社交影响建模;离散化表征学习;Weisfeiler-Lehman;病毒传染路径构建...

Exploiting the Dynamic Mutual Influencefor Predicting Social Event Participation 2021-03-24 12:39:16
In this paper, we investigated how to exploit the dynamic mutual influence for enhancing the prediction of social event participation. A unique characteristic of our method is that the social influence is integrated into the threshold calculation for the discriminant function, which reflects the dyn... || 用户组/社交影响;动态阈值学习;长期决定可能由于偏好、短期决定可能仅仅因为社交因素;优化函数设计类;非神经网络设计; || Tong Xu; Hui Xiong...

Improving Sequential Recommendation with Knowledge-Enhanced Memory Network 2021-01-21 16:07:51
With the revival of neural networks, many studies try to adapt powerful sequential neural models, i.e., Recurrent Neural Networks (RNN), to sequential recommendation. RNN-based networks encode historical interaction records into a hidden state vector. Although the state vector is able to encode se... || 序列推荐系统+ 知识图谱; || Jin Huang...

Next-item Recommendation with Sequential Hypergraphs 2020-12-24 12:49:53
假设检验; Sequential GCN; 基于会话的GCN;Residual Gating; hyperrec; || Jianling Wang...

Intent Preference Decoupling for User Representation on Online Recommender System 2020-12-23 15:42:45
意图建模;intention;meta-learning...

Neural Tensor Model for Learning Multi-Aspect Factorsin Recommender Systems 2020-12-21 14:30:47
生成对抗学习;Adversarial;神经网络复杂度分析;; || Huiyuan ChenandJing Li...

Memory Augmented Neural Model for Incremental Session-based Recommendation 2020-12-20 14:11:52
数据集;YOOCHOOSE;DIGINETICA;时间复杂度;计算效率分析; || Fei Mi...

Methodological Issues in Recommender Systems Research 2020-12-20 12:50:07
消极的、领域进展...