2023-12-29: Paper Summary: "Modeling Touch-based Menu Selection Performance of Blind Users via Reinforcement Learning"
The ACM CHI Conference on Human Factors in Computing Systems , often called 'kai,' is the foremost global conference in Human-Computer Interaction (HCI). This annual event unites a diverse array of researchers and practitioners from around the globe, encompassing a variety of cultures, backgrounds, and perspectives. Their common objective is to enhance the world by developing and applying interactive digital technologies. In this blog post, I explore the research paper co-authored by Dr. Vikas Ashok , titled " Modeling Touch-based Menu Selection Performance of Blind Users via Reinforcement Learning, " published in Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems . In this study, we developed a computational model to simulate the menu selection methods of blind users, incorporating techniques such as swiping, gliding, and direct touch. A vital feature of this model is its emulation of long-term memory, predicting users' recall or forg...