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Lian, Victor; Varoy, Elliot; Giacaman, Nasser – IEEE Transactions on Learning Technologies, 2022
Object-oriented programming (OOP) is a widely used programming paradigm in modern software industry. This makes it an essential skill for students in many disciplines to learn. However, OOP is known to be challenging to learn and teach due to its abstract nature. Studies have shown that students often face difficulties and develop misconceptions…
Descriptors: Programming, Computer Science Education, Visualization, Logical Thinking
Hanall Sung; Martina A. Rau; Barry D. Van Veen – IEEE Transactions on Learning Technologies, 2024
In many science, technology, engineering, and mathematics (STEM) domains, instruction on foundational concepts heavily relies on visuals. Instructors often assume that students can mentally visualize concepts but students often struggle with internal visualization skills--the ability to mentally visualize information. In order to address this…
Descriptors: Intelligent Tutoring Systems, Visualization, Measures (Individuals), Educational Development
Charleer, Sven; Moere, Andrew Vande; Klerkx, Joris; Verbert, Katrien; De Laet, Tinne – IEEE Transactions on Learning Technologies, 2018
This paper presents LISSA ("Learning dashboard for Insights and Support during Study Advice"), a learning analytics dashboard designed, developed, and evaluated in collaboration with study advisers. The overall objective is to facilitate communication between study advisers and students by visualizing grade data that is commonly…
Descriptors: Data Analysis, Academic Advising, Peer Groups, Grades (Scholastic)
Charlton, Patricia; Avramides, Katerina – IEEE Transactions on Learning Technologies, 2016
This paper focuses on a design based research study about STEM (Science, Technology, Engineering and Maths) learning by making through collaboration and production. This study examines learning by making by students to explore STEM using a constructionist approach with a particular focus on computer science and engineering. The use of IoT as a…
Descriptors: Computer Science Education, Engineering Education, STEM Education, Constructivism (Learning)