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Pallavi Singh – ProQuest LLC, 2024
As the engineering education system continuously evolves to meet the demands of modern industry and society, there is a need for a methodology that would manage and resolve the complexities inherent in engineering educational systems. Model-based Systems Engineering (MBSE) is a structured approach to system design that utilizes models across all…
Descriptors: Engineering Education, Models, Learning Analytics, Higher Education
Ajay Kulkarni – ProQuest LLC, 2022
This work focuses on simulation, design, development, and evaluation of a visual Learning Analytics (LA) tool -- Real-time Educational AI-powered Classroom Tool (REACT) -- to support educators' data-driven decision-making. The educational institutions face one of the biggest challenges, such as predicting student performance, detecting undesirable…
Descriptors: Artificial Intelligence, Learning Analytics, Visual Learning, Data Use