python cut_data.py
python metapathGeneration.py
python embeddingGeneration.py
python HERec_sl.py / HERec_pl.py / HERec_spl.py
(Note: HERec_sl, HERec_pl, HERec_spl mean HERec with simple linear fusion function, personalized linear fusion and non-linear fusion)
numpy
scipy
deepwalk (https://github.com/phanein/deepwalk)
@article{
author = {Chuan Shi, Binbin Hu, Wayne Xin Zhao and Philip S. Yu.},
title = {Heterogeneous Information Network Embedding for Recommendation},
booktitle = {IEEE Transactions on Knowledge and Data Engineering (TKDE)},
year = {2018},
url = {https://arxiv.org/pdf/1711.10730.pdf},
publisher = {IEEE},
keywords = {Heterogeneous information network, Network embedding, Matrix factorization, Recommender system},
}
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