Code for my TKDE-2018. It is implemented by Python27 and Theano.
MV-RNN: A Multi-View Recurrent Neural Network for Sequential Recommendation
https://ieeexplore.ieee.org/abstract/document/8534409
BibTex:
@article{cui2018mv,
title={MV-RNN: A Multi-View Recurrent Neural Network for Sequential Recommendation},
author={Cui, Qiang and Wu, Shu and Liu, Qiang and Zhong, Wen and Wang, Liang},
journal={IEEE Transactions on Knowledge and Data Engineering (TKDE)},
year={2018},
publisher={IEEE} }
Our model is a little bit complicated and the annotations are in Chinese. If you would like to make a comparison, you can apply one of the variants of the model, called 'Con.' in this paper. It is easy to understand and implement.
Original dataset: https://tianchi.aliyun.com/competition/entrance/231506/information
If you have other questions or confusions, please send email to [[email protected]].