User Preference Transfer

User Preference Transfer is a cross-domain recommendation technique that enables the adaptation of user preference knowledge from a source domain to a target domain by identifying and transferring invariant behavioral patterns across domains.

Publications

2.2K

Citations

121

Authors

Institutions

Publications per year

2017–2026

Parents

Cross-domain Recommendation

Publications

Towards Universal Sequence Representation Learning for Recommender Systems

Yupeng Hou, Shanlei Mu, Wayne Xin Zhao et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 250 citations

Computing, Computer Science, Machine Learning +12

Personalized Transfer of User Preferences for Cross-domain Recommendation

Yongchun Zhu, Zhenwei Tang, Yudan Liu et al. · Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining · 2022 · 217 citations

Computing, Computer Science, Knowledge Transfer +13

CATN

2020 · 187 citations · Full text

Computing, Computer Science, Information Retrieval +12

An Efficient Adaptive Transfer Neural Network for Social-aware Recommendation

Chong Chen, Min Zhang, Chenyang Wang et al. · 2019 · 162 citations

Computing, Computer Science, Knowledge Transfer +14

A Cross-Domain Recommender System With Kernel-Induced Knowledge Transfer for Overlapping Entities

Qian Zhang, Jie Lü, Dianshuang Wu et al. · IEEE Transactions on Neural Networks and Learning Systems · 2018 · 140 citations · Full text

Computing, Computer Science, Knowledge Transfer +14

1–5 of 34

Authors

121

BW
Bin Wang
Institute of Information Engineering, China
4 publications · 367 citations
4
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TL
Tingwen Liu
Institute of Information Engineering, China
3 publications · 269 citations
3
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JC
Jiangxia Cao
Institute of Information Engineering, China
3 publications · 269 citations
3
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QZ
Qian Zhang
University of Technology Sydney, Australia
3 publications · 211 citations
3
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AT
Alexander Tuzhilin
New York University, United States
3 publications · 136 citations
3
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1–5 of 121

Institutions

1–8 of 55

Venues

IEEE Transactions on Knowledge and Data Engineering
TKDE · 4 publications · 164 citations
4
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IEEE Transactions on Neural Networks and Learning Systems
3 publications · 194 citations
3
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arXiv (Cornell University)
Repository · 2 publications · 28 citations
2
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ACM Transactions on Information Systems
2 publications · 64 citations
2
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Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining
Conference · 2 publications · 234 citations
2
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1–5