This repository contains the code package for the PAKDD'14 / KAIS'16 paper:
Inferring Strange Behavior from Connectivity Pattern in Social Networks.
Inferring Lockstep Behavior from Connectivity Pattern in Large Graphs.
Meng Jiang, Peng Cui, Alex Beutel, Christos Faloutsos, Shiqiang Yang.
A toy example to generate the injected graph and use Get-the-Scoop to detect the injected node groups.
- Python: Run graph_generator.py
- Matlab: Run run_compute_eigenvector.m
- R: Run plot_eigenvector.R
- Python: Run get_the_scoop.py
If you find this repository useful in your research, please cite our paper:
@incollection{jiang2014inferring,
title={Inferring Strange Behavior from Connectivity Pattern in Social Networks},
author={Jiang, Meng and Cui, Peng and Beutel, Alex and Faloutsos, Christos and Yang, Shiqiang},
booktitle={Advances in Knowledge Discovery and Data Mining},
pages={126--138},
year={2014},
publisher={Springer}
}
@article{jiang2016inferring,
title={Inferring lockstep behavior from connectivity pattern in large graphs},
author={Jiang, Meng and Cui, Peng and Beutel, Alex and Faloutsos, Christos and Yang, Shiqiang},
journal={Knowledge and Information Systems},
volume={48},
number={2},
pages={399--428},
year={2016},
publisher={Springer}
}