Interactive machine learning model

Pannaga Shivaswamy  from LinekdIn and Thorsten Joachims from Cornell University published Coactive Learning.  This paper proposes a model of machine learning through interaction with human users.

Users behavior is used to improve system feedback.  Their empirical studies indicate this method to benefit movie recommendations and web search.