LGRec

Source code for CIKM paper "Local and Global Information Fusion for Top-N Recommendation in Heterogeneous Information Network"

Usage:

• python metapathGeneration.py

• python get_neighbor.py

• python get_label.py

• python LGRec.py

Requirements

• numpy

• scipy

• tensorflow-gpu (1.2.1)

Reference

@inproceedings{

author = {Binbin Hu, Chuan Shi, Wayne Xin Zhao and Tianchi Yang},

title = {Local and Global Information Fusion for Top-N Recommendation in Heterogeneous Information Network},

booktitle = {Proceedings of the 27th ACM International Conference on Information and Knowledge Management},

year = {2018},

url = {https://dl.acm.org/citation.cfm?id=3269278},

publisher = {ACM},

address = {Torino, Italy},

keywords = {Heterogeneous Information Network, Recommender System, Local and Global Information, Attention Mechanism},

}