Attentive Adversarial Collaborative Filtering

This is our Tensorflow implementation for our AACF paper:

Zhongchuan Sun, Bin Wu, Shizhe Hu, Mingming, Zhang, and Yangdong, Ye. Attentive Adversarial Collaborative Filtering, IEEE Transactions on Systems, Man, and Cybernetics: Systems, Accept.

Environment Requirements

• python==3.6
• tensorflow-gpu==1.14.0
• reckit==0.2.4
• numpy==1.19.1
• scipy==1.5.2
• pandas==1.0.5
• cython=0.29.21

Quick Start

python run_model.py

If you run these code on a new dataset, please first compile DNSBPR code:

python setup.py build_ext --inplace

Citation

If you find this useful for your research, please kindly cite the following paper.

@article{tsmc:2023:aacf,
  title   = {Attentive Adversarial Collaborative Filtering},
  author  = {Sun, Zhongchuan and Wu, Bin and Hu, Shizhe and Zhang, Mingming and Ye, Yangdong},
  journal = {IEEE Transactions on Systems, Man, and Cybernetics: Systems},
  volume  = {},
  pages   = {1--13},
  year    = {2023},
  doi     = {10.1109/TSMC.2023.3241083}
}