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} }