Personalized Transfer of User Preferences for Cross-domain Recommendation

Author:

Zhu Yongchun1,Tang Zhenwei2,Liu Yudan3,Zhuang Fuzhen4,Xie Ruobing3,Zhang Xu3,Lin Leyu3,He Qing5

Affiliation:

1. Institute of Computing Technology, Chinese Academy of Sciences; & University of Chinese Academy of Sciences; & Tencent, Beijing, China

2. Institute of Computing Technology, Chinese Academy of Sciences, Beijing, Saudi Arabia

3. Tencent, Beijing, China

4. Beihang University, Beijing, China

5. Institute of Computing Technology, Chinese Academy of Sciences & University of Chinese Academy of Sciences, Beijing, China

Funder

the National Natural Science Foundation of China

Publisher

ACM

Reference45 articles.

1. Paul Covington Jay Adams and Emre Sargin. 2016. Deep neural networks for youtube recommendations. In Recsys. 191--198. Paul Covington Jay Adams and Emre Sargin. 2016. Deep neural networks for youtube recommendations. In Recsys. 191--198.

2. Jeff Donahue , Yangqing Jia , Oriol Vinyals , Judy Hoffman , Ning Zhang , Eric Tzeng , and Trevor Darrell . 2014 . Decaf: A deep convolutional activation feature for generic visual recognition. In ICML . 647--655. Jeff Donahue, Yangqing Jia, Oriol Vinyals, Judy Hoffman, Ning Zhang, Eric Tzeng, and Trevor Darrell. 2014. Decaf: A deep convolutional activation feature for generic visual recognition. In ICML . 647--655.

3. Chelsea Finn Pieter Abbeel and Sergey Levine. 2017. Model-agnostic meta-learning for fast adaptation of deep networks. In ICML. JMLR. org 1126--1135. Chelsea Finn Pieter Abbeel and Sergey Levine. 2017. Model-agnostic meta-learning for fast adaptation of deep networks. In ICML. JMLR. org 1126--1135.

4. Deeply Fusing Reviews and Contents for Cold Start Users in Cross-Domain Recommendation Systems

5. Xiaobo Hao Yudan Liu Ruobing Xie Kaikai Ge Linyao Tang Xu Zhang and Leyu Lin. 2021. Adversarial Feature Translation for Multi-domain Recommendation. In KDD . 2964--2973. Xiaobo Hao Yudan Liu Ruobing Xie Kaikai Ge Linyao Tang Xu Zhang and Leyu Lin. 2021. Adversarial Feature Translation for Multi-domain Recommendation. In KDD . 2964--2973.

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