RIT Dubai study shows improvement in academic performance with integration of AI and robotics
Combining cognitive and emotional assessment to deliver tailored educational experiences, the tutoring system was tested with a group of grade four school students studying mathematics. In addition to measuring the speed and accuracy of a student's performance, the robot conducted real-time facial expression analysis to determine the learner's state of mind. The metrics were combined to classify students into three categories: Proficient Students (Prof.S), Meeting-Expectations Students (MES), and Developing Students (DVS). These classifications were then used to deliver customized learning content, motivational messages, and constructive feedback to the students.
The robot, known as Duet, employed powerful machine learning algorithms and the ROS framework to predict a student's proficiency level with 100% accuracy through indicators such as test scores, task completion time, and emotional engagement. It was then able to adjust the challenges and learning materials dynamically to suit each student's needs. The process also incorporated feedback mechanisms for participants to share their thoughts on the experience of learning through robotics and AI.
Explaining the rationale and findings of the research, Dr. Mounsef said, 'We wanted to explore whether personalization enhances the effectiveness of a robotic tutor in improving learning outcomes. To do this, we considered how engagement and academic performance were impacted by the personalization of robotic tutoring and how the results compared to a human teacher, which serves as a benchmark for evaluating the system's impact. Through post-diagnostic exams we found that the experimental group of students using the AI-robot system showed a significant improvement rate over the control group. This demonstrates that such systems can provide a powerful tool to improve efficiency and augment education outcomes.'
The research was the subject of an academic paper entitled, 'CARE: towards customized assistive robot-based education', authored by Dr. Mounsef, alongside RIT Dubai graduate student, Nafisa Maaz, and Assistant Professor at Lebanese American University Beirut, Dr. Noel Maalouf. The paper was published by Frontiers in Robotics and AI, a world-leading, multidisciplinary scientific journal.
Building on the project, Dr. Mounsef is now preparing to collaborate with colleagues at RIT New York to develop an AI-powered social robot. She concluded, 'We aim to take forward our work in cognitive development to explore the use of robotics in emotional intelligence. This will involve deploying a human-looking robot that can interact with students on a daily basis to ask questions, gather data and ultimately make recommendations that can help to address their concerns.'
About RIT Dubai
Established in 2008, RIT Dubai is a not-for-profit global campus of the esteemed Rochester Institute of Technology in New York, one of the world's leading technological-focused universities with more than 185 years of history. RIT Dubai is now operating from phase one of its new $136 million state-of-the-art campus which provides interactive learning space set over 129,000 square meters.
RIT Dubai offers highly valued Bachelor's and Master's degrees in business, psychology, media design, leadership, engineering, and computing. The curriculum provides students with relevant work experience through an innovative cooperative education program that helps students stand out in today's highly competitive job market. RIT Dubai offers American degrees issued directly from the main campus in New York, and all of RIT's programs are UAE Ministry accredited. Students of RIT Dubai also have the unique opportunity to choose to study abroad at the main campus in New York or at one of its other global campuses.
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