Datasets:

AdamB2
/

fact-gnn-wod-data

task_categories:
  - graph-ml
language:
  - en
tags:
  - FairGNN
  - FairGNN-WOD
  - Pokec
  - DBLP
  - Credit
pretty_name: FairGNN Datasets
size_categories:
  - 10K<n<100K

FairGNN-WOD Reproduction Datasets

The datasets contained are the DBLP dataset dblp.bin (Weis, Naumann and Brosy, 2006) and the Pokec-z / Pokec-n datasets pokec_z.bin, pokec_n.bin (Takac and Zabovsky, 2012), (or whatever version of them I was provided by my university course).

If you use this please cite the original papers:

Weis, M., Naumann, F., & Brosy, F. (2006, June). A duplicate detection benchmark for XML (and relational) data. In Proc. of Workshop on Information Quality for Information Systems (IQIS).

@inproceedings{weis2006duplicate,
title={A duplicate detection benchmark for XML (and relational) data},
author={Weis, Melanie and Naumann, Felix and Brosy, Franziska},
booktitle={Proc. of Workshop on Information Quality for Information Systems (IQIS)},
year={2006}
}

Takac, L., & Zabovsky, M. (2012, May). Data analysis in public social networks. In International scientific conference and international workshop present day trends of innovations (Vol. 1, No. 6).

@inproceedings{takac2012data,
title={Data analysis in public social networks},
author={Takac, Lubos and Zabovsky, Michal},
booktitle={International scientific conference and international workshop present day trends of innovations},
volume={1},
number={6},
year={2012}
}