Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec.
Jiezhong Qiu|Yuxiao Dong|Hao Ma|Jian Li|Kuansan Wang|Jie Tang
| Anthology ID: | DBLP:conf/wsdm/QiuDMLWT18 |
|---|---|
| Volume: | Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018 |
| Year: | 2018 |
| Venue: | Web Search and Data Mining (WSDM) |
| Publisher: | ACM |
| Pages: | 459-467 |
| URL: | https://doi.org/10.1145/3159652.3159706 |
| DOI: | https://doi.org/10.1145/3159652.3159706 |
| DBLP: | conf/wsdm/QiuDMLWT18 |
| BibTeX: |
@inproceedings{qiu-2018-network,
author = {Jiezhong Qiu and
Yuxiao Dong and
Hao Ma and
Jian Li and
Kuansan Wang and
Jie Tang},
editor = {Yi Chang and
ChengXiang Zhai and
Yan Liu and
Yoelle Maarek},
title = {{Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec}},
booktitle = {{Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018}},
pages = {459--467},
publisher = {ACM},
year = {2018},
url = {https://doi.org/10.1145/3159652.3159706},
doi = {https://doi.org/10.1145/3159652.3159706}
}