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Development of an Intelligent Tutoring System That Assesses Internal Visualization Skills in Engineering Using Multimodal Triangulation
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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
Augmenting the Fine Beam Tube: From Hybrid Measurements to Magnetic Field Visualization
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Bodensiek, Oliver; Sonntag, Dörte; Wendorff, Nils; Albuquerque, Georgia; Magnor, Marcus – Physics Teacher, 2019
Since the emergence of augmented reality (AR), it has been a constant subject of educational research, as it can improve conceptual understanding and generally promote learning. In addition, a motivational effect and improved interaction and collaboration through AR were observed. Recently, AR technologies have taken a major leap forward in…
Descriptors: Physics, Science Instruction, Measurement, Visualization
Educational Challenges of Molecular Life Science: Characteristics and Implications for Education and Research
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Tibell, Lena A. E.; Rundgren, Carl-Johan – CBE - Life Sciences Education, 2010
Molecular life science is one of the fastest-growing fields of scientific and technical innovation, and biotechnology has profound effects on many aspects of daily life--often with deep, ethical dimensions. At the same time, the content is inherently complex, highly abstract, and deeply rooted in diverse disciplines ranging from "pure…
Descriptors: Foreign Countries, Biotechnology, Ethics, Humanities
Proceedings of the International Conference on Educational Data Mining (EDM) (12th, Montreal, Canada, July 2-5, 2019)
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Lynch, Collin F., Ed.; Merceron, Agathe, Ed.; Desmarais, Michel, Ed.; Nkambou, Roger, Ed. – International Educational Data Mining Society, 2019
The 12th iteration of the International Conference on Educational Data Mining (EDM 2019) is organized under the auspices of the International Educational Data Mining Society in Montreal, Canada. The theme of this year's conference is EDM in Open-Ended Domains. As EDM has matured it has increasingly been applied to open-ended and ill-defined tasks…
Descriptors: Data Collection, Data Analysis, Information Retrieval, Content Analysis
The Construction of Analogical Transfer of Symbolic Visualizations.
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Schwartz, Daniel L. – Journal of Research in Science Teaching, 1993
Two studies with students in grades 7 to 10, explored whether adolescents can and will construct abstract visualizations to structure complex information. Experiment 1 showed students can construct novel information with visualizations. Experiment 2 showed that students will analogically transfer specific visualizations and will transfer the…
Descriptors: Concept Formation, Educational Research, High Schools, Higher Education
Proceedings of the Seventh International Conference on Educational Data Mining (EDM) (7th, London, United Kingdom, July 4-7, 2014)
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Stamper, John, Ed.; Pardos, Zachary, Ed.; Mavrikis, Manolis, Ed.; McLaren, Bruce M., Ed. – International Educational Data Mining Society, 2014
The 7th International Conference on Education Data Mining held on July 4th-7th, 2014, at the Institute of Education, London, UK is the leading international forum for high-quality research that mines large data sets in order to answer educational research questions that shed light on the learning process. These data sets may come from the traces…
Descriptors: Information Retrieval, Data Processing, Data Analysis, Data Collection