jiaqinglin/mcrec

Source code for KDD 2018 paper "Leverage Meta-path based Context for Top-N Recommendation with a Neural Co-Attention Model"

MCRec

Source code for KDD 2018 paper "Leverage Meta-path based Context for Top-N Recommendation with a Neural Co-Attention Model"

Requirements

• numpy

• scipy

• Tensorflow-gpu (1.2.1) or Theano (1.0.1)

• Keras (2.1.1)

• My machine with two GPUs (NVIDIA GTX-1080 *2) and two CPUs (Intel Xeon E5-2690 * 2)

Reference

@inproceedings{

author = {Binbin Hu, Chuan Shi, Wayne Xin Zhao and Philip S. Yu.},

title = {Leverage Meta-path based Context for Top-N Recommendation with a Neural Co-Attention Model},

booktitle = {Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},

year = {2018},

url = {https://dl.acm.org/citation.cfm?id=3219965},

publisher = {ACM},

address = {London, United Kingdom},

keywords = {Recommender System, Heterogeneous Information Network, Deep Learning, Attention Mechanism},

}