Link Prediction Methods

Implementations of most of the existing proximity-based methods of link prediction in graphs. Among the 20 implemented methods are e.g.: Adamic L. and Adar E. (2003) , Leicht E., Holme P., Newman M. (2006) , Zhou T. and Zhang Y (2009) , and Fouss F., Pirotte A., Renders J., and Saerens M. (2007) .

Proximity-based methods of link prediction.

Installation

Using devtools:

devtools::install_github("recon-icm/linkprediction")

Acknowledgements

Authors thank (Polish) National Science Centre for support through SONATA grant 2012/07/D/HS6/01971 for the project Dynamics of Competition and Collaboration in Science: Individual Strategies, Collaboration Networks, and Organizational Hierarchies (http://recon.icm.edu.pl).