Uncertainty in Study of Social Networks: Robust Optimization and Machine Learning

Abstract

In the study of social networks, there exist many uncertainties which were ignored in earlier research efforts. However, they are now getting more and more attentions. Therefore, more and more robust optimization and machine learning approaches are getting involved. In this small survey, we would like to accumulate those uncertainties and related research works in robust optimization and machine learning.