Bayesian Collaborative Filtering

Bayesian Collaborative Filtering is a probabilistic collaborative filtering method that employs Bayesian inference to model user-item interactions by incorporating prior distributions over latent factors and updating them based on observed preferences, thereby enabling uncertainty-aware predictions and personalized recommendations.

Publications

8.2K

Citations

265

Authors

128

Institutions

Publications per year

2017–2026

Parents

Collaborative Filtering

Publications

Bayesian probabilistic matrix factorization using Markov chain Monte Carlo

Ruslan Salakhutdinov, Andriy Mnih · 2008 · 1.5K citations

Computing, Computer Science, Data Science +17

Personalized news recommendation based on click behavior

Jiahui Liu, P. Dolan, Elin Rønby Pedersen · 2010 · 764 citations

Computing, Computer Science, Information Systems +17

Internet Recommendation Systems

Asim Ansari, Skander Essegaier, Rajeev Kohli · Journal of Marketing Research · 2000 · 718 citations

Computing, Marketing, Marketing Management +17

Temporal Collaborative Filtering with Bayesian Probabilistic Tensor Factorization

Liang Xiong, Xi Chen, Tzu-Kuo Huang et al. · 2010 · 590 citations · Full text

Computing, Computer Science, Data Science +14

Learning Collaborative Sparse Representation for Grayscale-Thermal Tracking

Chenglong Li, Hui Cheng, Shiyi Hu et al. · IEEE Transactions on Image Processing · 2016 · 383 citations

Computing, Computer Science, Computer Vision +15

1–5 of 84

Authors

265

GG
Guibing Guo
Northeastern University, China
3 publications · 315 citations
3
h-index
HZ
Hengshu Zhu
Baidu (China), China
3 publications · 96 citations
3
h-index
JZ
Jie Zhang
Nanyang Technological University, Singapore
3 publications · 318 citations
3
h-index
CZ
Chen Zhu
University of Science and Technology of China, China
2 publications · 57 citations
2
h-index
JF
Juan F. Huete
Universidad de Granada, Spain
2 publications · 337 citations
2
h-index

1–5 of 265

Institutions

128

1–8 of 128

Venues

Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 4 publications · 127 citations
4
h-index
Neurocomputing
2 publications · 51 citations
2
h-index
Knowledge-Based Systems
2 publications · 324 citations
2
h-index
arXiv (Cornell University)
Repository · 2 publications · 114 citations
2
h-index
IEEE Access
2 publications · 120 citations
2
h-index

1–5