King Fahd University of Petroleum and Minerals

Establishing Heuristics for Improving the Usability of GUI Machine Learning Tools for Novice Users

Machine learning (ML) tools with graphical user interfaces (GUI) are facing demand from novice users who do not have the background of their underlying concepts. These tools are frequently complex and pose unique challenges in terms of interaction and comprehension by novice users. There is yet to be an established se…