Evaluating link prediction methods

@article{Yang2014EvaluatingLP,
  title={Evaluating link prediction methods},
  author={Yang Yang and Ryan Lichtenwalter and Nitesh V. Chawla},
  journal={Knowledge and Information Systems},
  year={2014},
  volume={45},
  pages={751-782}
}
Link prediction is a popular research area with important applications in a variety of disciplines, including biology, social science, security, and medicine. The fundamental requirement of link prediction is the accurate and effective prediction of new links in networks. While there are many different methods proposed for link prediction, we argue that the practical performance potential of these methods is often unknown because of challenges in the evaluation of link prediction, which impact… CONTINUE READING
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