These jupyter notebooks provide some sample codes to reproduce the experimental results of the paper titled "Distilling Structured Knowledge into Embeddings for Explainable and Accurate Recommendation" (WSDM-20) by Yuan Zhang, Xiaoran Xu, Hanning Xu, and Yan Zhang.
If you consider using this code, please cite our paper:
@inproceedings{zhang20distill,
author = {Zhang, Yuan and Xu, Xiaoran and Zhou, Hanning and Zhang, Yan},
title = {Distilling Structured Knowledge into Embeddings for Explainable and Accurate Recommendation},
booktitle = {Proceedings of the 13th International Conference on Web Search and Data Mining},
year = {2020},
pages = {735–743},
numpages = {9}
}
The Yelp and Douban datasets are obtained from "Semantic Path based Personalized Recommendation on Weighted Heterogeneous Information Networks" (CIKM-15) by Chuan Shi, Zhiqiang Zhang, Ping Luo, Philip S. Yu, Yading Yue, and Bin Wu [original download]. You may also need to cite their paper if the datasets provided here are used in your work.
For any questions, please contact via yuanz.pku@gmail.com.