Cross-domain Recommendation

Cross-Domain Recommendation is a recommendation approach that transfers knowledge between distinct domains to improve recommendation accuracy in a target domain by leveraging user-item interaction data from a source domain.

396

Publications

22.2K

Citations

1.3K

Authors

367

Institutions

Publications per year

2017–2026

287

Parents

Recommender Systems

Children

Adversarial Domain AdaptationAuxiliary Domain UtilizationCross-domain Collaborative FilteringCross-domain Matrix FactorizationCross-domain Recommendation TransferCross-domain Top-n RecommendationDomain Adaptation For RecommendationDomain AlignmentHeterogeneous Cross-domain RecommendationHomogeneous Cross-domain Recommendation

Publications

396

A Multi-View Deep Learning Approach for Cross Domain User Modeling in Recommendation Systems

Ali Elkahky, Yang Song, Xiaodong He · 2015 · 725 citations

Computing, Computer Science, Feature Engineering +15

Cross-Domain Recommendation: An Embedding and Mapping Approach

Tong Man, Huawei Shen, Xiaolong Jin et al. · 2017 · 434 citations · Full text

Computing, Computer Science, Feature Engineering +12

Circle-based recommendation in online social networks

Xiwang Yang, Harald Steck, Yong Liu · 2012 · 351 citations

Computing, Information Systems, Data Mining +12

TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation

Keqin Bao, Jizhi Zhang, Yang Zhang et al. · 2023 · 347 citations

Computing, Computer Science, Machine Learning +16

Transfer learning for collaborative filtering via a rating-matrix generative model

Bin Li, Qiang Yang, Xiangyang Xue · 2009 · 343 citations

Computing, Computer Science, Knowledge Transfer +13

1–5 of 396

Authors

1.3K

CC
Chaochao Chen
Zhejiang University, China
17 publications · 1.2K citations
16
h-index
XZ
Xiaolin Zheng
Zhejiang University, China
11 publications · 674 citations
11
h-index
JL
Jie Lü
University of Technology Sydney, Australia
9 publications · 500 citations
9
h-index
QY
Qiang Yang
Hong Kong University of Science and Technology, Hong Kong SAR China
9 publications · 1.3K citations
9
h-index
YW
Yan Wang
Macquarie University, Australia
8 publications · 821 citations
8
h-index

1–5 of 1.3K

Institutions

367

1–8 of 367

Venues

IEEE Transactions on Knowledge and Data Engineering
TKDE · 17 publications · 753 citations
15
h-index
arXiv (Cornell University)
Repository · 18 publications · 570 citations
14
h-index
Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 14 publications · 709 citations
13
h-index
IEEE Access
13 publications · 381 citations
12
h-index
ACM Transactions on Information Systems
12 publications · 582 citations
12
h-index

1–5