Predictive Analysis of Errors During Robot-Mediated Gamified Training

• Published in: 2022 International Conference on Rehabilitation Robotics (ICORR) Vol. 2022; pp. 1 - 6
• Main Authors: Yuceturk, Nihal Ezgi, Demir, Sevil, Ozdemir, Zeynep, Bejan, Irina, Dresevic, Nevena, Katanic, Marija, Dillenbourg, Pierre, Soysal, Aysun, Ozgur, Arzu Guneysu
• Format: Conference Proceeding Journal Article
• Language: English
• Published: IEEE 01.01.2022
• Subjects: Analytical models; Computational modeling; Games; Machine learning; Predictive models; Stroke (medical condition); Training

This paper presents our approach to predicting future error-related events in a robot-mediated gamified physical training activity for stroke patients. The ability to predict future error under such conditions suggests the existence of distinguishable features and separated class characteristics bet...