Explore Network Local Strucutre ========
The implementation is based on NetworkX (https://networkx.github.io).
If you have NetworkX already installed, you need to uninstall the standard version, then using setup.py to install.
1. Directed Closure Coefficient ------------------------------The code for computing directed closure coefficient and its patterns is located at https://github.com/MingshanJia/explore-local-structure/blob/master/networkx/algorithms/cluster.py
- Experiments: The code of all the experiments in our paper can be found at https://github.com/MingshanJia/explore-local-structure/tree/master/experiment_for_di-clo
- Datasets: The datasets used in the experiments is located at https://github.com/MingshanJia/explore-local-structure/tree/master/experiment_for_di-clo/datasets
2. Quadrangle Coefficients -----------------------The code for computing the quadrangle coefficients is located at https://github.com/MingshanJia/explore-local-structure/blob/master/networkx/algorithms/quadrangle.py
- Experiments: The code of all the experiments in our paper can be found at https://github.com/MingshanJia/explore-local-structure/tree/master/experiments_for_quad
- Datasets: The datasets used in the experiments is located at https://github.com/MingshanJia/explore-local-structure/tree/master/experiments_for_quad/datasets
3. Encoding edge type information in graphlets (Chronic Pain Study) -----------------------The code for generating TyE-GDV, Colored-GDV and Hetero-GDV is located at https://github.com/MingshanJia/explore-local-structure/blob/master/networkx/algorithms/graphlets.py
- Experiments: The code of all the experiments in our paper can be found at https://github.com/MingshanJia/explore-local-structure/tree/master/experiments_for_TyE-GDV
4. Local Structure and Centrality Measures (Chronic Pain Study) -----------------------Experiments: The code of all the experiments in our paper can be found at https://github.com/MingshanJia/explore-local-structure/tree/master/experiments_for_LSM_CM