multi-dimensional-hits
Matlab codes used to implement and test the algorithm for the multi-dimensional HITS centrality introduced in
"Multi-dimensional HITS: An always computable ranking
for temporal multi-layer directed networks"
by Francesca Arrigo and Francesco Tudisco
To run, the codes require the Sandia Lab Matlab Tensor Toolbox available at: http://www.sandia.gov/~tgkolda/TensorToolbox/index-2.6.html
The folder contains:
data - folder containing the dataset used in manuscript
multi_dimensional_HITS.m - function implementing the algorithm described in the manuscript.
rand_alpha.m - function that generates random parameters alpha fulfilling the convergence criterion
main.m - script that describes the guidelines for using the method
Reference:
"Multi-dimensional HITS: An always computable ranking for temporal multi-layer directed networks",
F. Arrigo (http://arrigofrancesca.wixsite.com/farrigo),
F. Tudisco (http://personal.strath.ac.uk/f.tudisco)