Cecilia Ovesdotter Alm

A Multimodal Investigation of Controllability and Cognitive Load in Interactive Machine Learning

Interactive Machine Learning (IML) systems promise to democratize AI by enabling human influence over model behavior, yet the cognitive and behavioral implications of user control remain understudied. We present an investigation of how system controllability affects human factors in IML through the lens of an extensib…