# HERec

**Repository Path**: hhd9497/HERec

## Basic Information

- **Project Name**: HERec
- **Description**: Source code for TKDE 2018 "Heterogeneous information network embedding for recommendation"
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2019-05-22
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Usage:

* python cut_data.py

* python metapathGeneration.py

* python embeddingGeneration.py

* python HERec_sl.py / HERec_pl.py / HERec_spl.py

# Requirements

* numpy

* scipy

* deepwalk (https://github.com/phanein/deepwalk)

# Reference

@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},
 
}