Abstract:
We present an approach for onsite instruction of multiple students accompanied by gaze-based monitoring to observe patterns of visual attention during task solving. We fo...Show MoreMetadata
Abstract:
We present an approach for onsite instruction of multiple students accompanied by gaze-based monitoring to observe patterns of visual attention during task solving. We focus on collaborative processes in augmented reality (AR) that play an essential role in onsite and remote teaching alike. From a teaching perspective, it is important in such scenarios to communicate content and tasks effectively, observe whether students understand the task, and help appropriately. In our setting, students work with head-mounted displays with eye-tracking support to collaborate in a co-located space. The supervisor can observe the scene and the students and interact with them in a hybrid setup using both AR and a desktop PC. Attention monitoring and guidance are facilitated via a bidirectional mapping between 2-D structural formulas and 3-D molecules. We showcase our approach with an interactive teaching scenario in which chemistry students learn aspects of stereochemistry by interacting with virtual 3-D models of molecular structures. An interview with supervisors and students showed that our approach has much potential in classroom applications for engaging students in collaborative task solving, and assisting teachers in monitoring and supporting the learning processes of their students.
Published in: IEEE Computer Graphics and Applications ( Volume: 44, Issue: 6, Nov.-Dec. 2024)
Funding Agency:
University of Stuttgart, Stuttgart, Germany
Tobias Rau is a researcher at the University of Stuttgart, 70569, Stuttgart, Germany. He is affiliated with both the Visualization Institute, University of Stuttgart, and the Institute for Theoretical Chemistry. His research interests include immersive analytics and novel interaction techniques applied to a chemical context. He is the corresponding author of this article. Contact him at rau@theochem.uni-stuttgart.de.
Tobias Rau is a researcher at the University of Stuttgart, 70569, Stuttgart, Germany. He is affiliated with both the Visualization Institute, University of Stuttgart, and the Institute for Theoretical Chemistry. His research interests include immersive analytics and novel interaction techniques applied to a chemical context. He is the corresponding author of this article. Contact him at rau@theochem.uni-stuttgart.de.View more
University of Stuttgart, Stuttgart, Germany
Maurice Koch is a third-year doctoral researcher at the University of Stuttgart, 70569, Stuttgart, Germany. His research interests include eye tracking, visual analytics, and human-computer interaction. Contact him at maurice.koch@visus.uni-stuttgart.de.
Maurice Koch is a third-year doctoral researcher at the University of Stuttgart, 70569, Stuttgart, Germany. His research interests include eye tracking, visual analytics, and human-computer interaction. Contact him at maurice.koch@visus.uni-stuttgart.de.View more
University of Stuttgart, Stuttgart, Germany
Nelusa Pathmanathan is a doctoral researcher at the University of Stuttgart, 70569, Stuttgart, Germany. Her research focuses on the visualization of spatio-temporal data recorded in 3-D environments, situated visualization, eye-tracking, and human-computer interaction. Contact her at nelusa.pathmanathan@visus.uni-stuttgart.de.
Nelusa Pathmanathan is a doctoral researcher at the University of Stuttgart, 70569, Stuttgart, Germany. Her research focuses on the visualization of spatio-temporal data recorded in 3-D environments, situated visualization, eye-tracking, and human-computer interaction. Contact her at nelusa.pathmanathan@visus.uni-stuttgart.de.View more
Université Paris-Saclay, CNRS, Inria, LISN, Orsay, France
Tobias Isenberg is a senior research scientist with Inria and Université Paris-Saclay, CNRS, Inria, LISN, 91400, Orsay, France. His research interests include interactive scientific visualization and illustrative rendering, using methods from computer graphics, nonphotorealistic rendering, and human–computer interaction. Contact him at tobias.isenberg@inria.fr.
Tobias Isenberg is a senior research scientist with Inria and Université Paris-Saclay, CNRS, Inria, LISN, 91400, Orsay, France. His research interests include interactive scientific visualization and illustrative rendering, using methods from computer graphics, nonphotorealistic rendering, and human–computer interaction. Contact him at tobias.isenberg@inria.fr.View more
University of Stuttgart, Stuttgart, Germany
Daniel Weiskopf is a professor at the University of Stuttgart, 70569, Stuttgart, Germany. His research interests include visualization, visual analytics, eye tracking, human-computer interaction, XR, and computer graphics. Contact him at daniel.weiskopf@visus.uni-stuttgart.de.
Daniel Weiskopf is a professor at the University of Stuttgart, 70569, Stuttgart, Germany. His research interests include visualization, visual analytics, eye tracking, human-computer interaction, XR, and computer graphics. Contact him at daniel.weiskopf@visus.uni-stuttgart.de.View more
University of Stuttgart, Stuttgart, Germany
Michael Sedlmair is a professor at the University of Stuttgart, 70569, Stuttgart, Germany. His research interests include immersive analytics and situated visualization, novel interaction technologies, visual and interactive machine learning, perceptual modeling for visualization, as well as the methodological and theoretical foundations underlying them. Contact him at michael.sedlmair@visus.uni-stuttgart.de.
Michael Sedlmair is a professor at the University of Stuttgart, 70569, Stuttgart, Germany. His research interests include immersive analytics and situated visualization, novel interaction technologies, visual and interactive machine learning, perceptual modeling for visualization, as well as the methodological and theoretical foundations underlying them. Contact him at michael.sedlmair@visus.uni-stuttgart.de.View more
University of Stuttgart, Stuttgart, Germany
Andreas Köhn is a professor at the University of Stuttgart, 70569, Stuttgart, Germany. His research interests include electronic-structure theory, computational chemistry, and interactive visualization in chemistry. Contact him at koehn@theochem.uni-stuttgart.de.
Andreas Köhn is a professor at the University of Stuttgart, 70569, Stuttgart, Germany. His research interests include electronic-structure theory, computational chemistry, and interactive visualization in chemistry. Contact him at koehn@theochem.uni-stuttgart.de.View more
University of Stuttgart, Stuttgart, Germany
Kuno Kurzhals is a junior research group lead at the University of Stuttgart, 70569, Stuttgart, Germany. His research interests include the visualization of spatio–temporal data from sources, such as eye tracking, virutal, and augmented reality. Contact him at kuno.kurzhals@visus.uni-stuttgart.de.
Kuno Kurzhals is a junior research group lead at the University of Stuttgart, 70569, Stuttgart, Germany. His research interests include the visualization of spatio–temporal data from sources, such as eye tracking, virutal, and augmented reality. Contact him at kuno.kurzhals@visus.uni-stuttgart.de.View more
University of Stuttgart, Stuttgart, Germany
Tobias Rau is a researcher at the University of Stuttgart, 70569, Stuttgart, Germany. He is affiliated with both the Visualization Institute, University of Stuttgart, and the Institute for Theoretical Chemistry. His research interests include immersive analytics and novel interaction techniques applied to a chemical context. He is the corresponding author of this article. Contact him at rau@theochem.uni-stuttgart.de.
Tobias Rau is a researcher at the University of Stuttgart, 70569, Stuttgart, Germany. He is affiliated with both the Visualization Institute, University of Stuttgart, and the Institute for Theoretical Chemistry. His research interests include immersive analytics and novel interaction techniques applied to a chemical context. He is the corresponding author of this article. Contact him at rau@theochem.uni-stuttgart.de.View more
University of Stuttgart, Stuttgart, Germany
Maurice Koch is a third-year doctoral researcher at the University of Stuttgart, 70569, Stuttgart, Germany. His research interests include eye tracking, visual analytics, and human-computer interaction. Contact him at maurice.koch@visus.uni-stuttgart.de.
Maurice Koch is a third-year doctoral researcher at the University of Stuttgart, 70569, Stuttgart, Germany. His research interests include eye tracking, visual analytics, and human-computer interaction. Contact him at maurice.koch@visus.uni-stuttgart.de.View more
University of Stuttgart, Stuttgart, Germany
Nelusa Pathmanathan is a doctoral researcher at the University of Stuttgart, 70569, Stuttgart, Germany. Her research focuses on the visualization of spatio-temporal data recorded in 3-D environments, situated visualization, eye-tracking, and human-computer interaction. Contact her at nelusa.pathmanathan@visus.uni-stuttgart.de.
Nelusa Pathmanathan is a doctoral researcher at the University of Stuttgart, 70569, Stuttgart, Germany. Her research focuses on the visualization of spatio-temporal data recorded in 3-D environments, situated visualization, eye-tracking, and human-computer interaction. Contact her at nelusa.pathmanathan@visus.uni-stuttgart.de.View more
Université Paris-Saclay, CNRS, Inria, LISN, Orsay, France
Tobias Isenberg is a senior research scientist with Inria and Université Paris-Saclay, CNRS, Inria, LISN, 91400, Orsay, France. His research interests include interactive scientific visualization and illustrative rendering, using methods from computer graphics, nonphotorealistic rendering, and human–computer interaction. Contact him at tobias.isenberg@inria.fr.
Tobias Isenberg is a senior research scientist with Inria and Université Paris-Saclay, CNRS, Inria, LISN, 91400, Orsay, France. His research interests include interactive scientific visualization and illustrative rendering, using methods from computer graphics, nonphotorealistic rendering, and human–computer interaction. Contact him at tobias.isenberg@inria.fr.View more
University of Stuttgart, Stuttgart, Germany
Daniel Weiskopf is a professor at the University of Stuttgart, 70569, Stuttgart, Germany. His research interests include visualization, visual analytics, eye tracking, human-computer interaction, XR, and computer graphics. Contact him at daniel.weiskopf@visus.uni-stuttgart.de.
Daniel Weiskopf is a professor at the University of Stuttgart, 70569, Stuttgart, Germany. His research interests include visualization, visual analytics, eye tracking, human-computer interaction, XR, and computer graphics. Contact him at daniel.weiskopf@visus.uni-stuttgart.de.View more
University of Stuttgart, Stuttgart, Germany
Michael Sedlmair is a professor at the University of Stuttgart, 70569, Stuttgart, Germany. His research interests include immersive analytics and situated visualization, novel interaction technologies, visual and interactive machine learning, perceptual modeling for visualization, as well as the methodological and theoretical foundations underlying them. Contact him at michael.sedlmair@visus.uni-stuttgart.de.
Michael Sedlmair is a professor at the University of Stuttgart, 70569, Stuttgart, Germany. His research interests include immersive analytics and situated visualization, novel interaction technologies, visual and interactive machine learning, perceptual modeling for visualization, as well as the methodological and theoretical foundations underlying them. Contact him at michael.sedlmair@visus.uni-stuttgart.de.View more
University of Stuttgart, Stuttgart, Germany
Andreas Köhn is a professor at the University of Stuttgart, 70569, Stuttgart, Germany. His research interests include electronic-structure theory, computational chemistry, and interactive visualization in chemistry. Contact him at koehn@theochem.uni-stuttgart.de.
Andreas Köhn is a professor at the University of Stuttgart, 70569, Stuttgart, Germany. His research interests include electronic-structure theory, computational chemistry, and interactive visualization in chemistry. Contact him at koehn@theochem.uni-stuttgart.de.View more
University of Stuttgart, Stuttgart, Germany
Kuno Kurzhals is a junior research group lead at the University of Stuttgart, 70569, Stuttgart, Germany. His research interests include the visualization of spatio–temporal data from sources, such as eye tracking, virutal, and augmented reality. Contact him at kuno.kurzhals@visus.uni-stuttgart.de.
Kuno Kurzhals is a junior research group lead at the University of Stuttgart, 70569, Stuttgart, Germany. His research interests include the visualization of spatio–temporal data from sources, such as eye tracking, virutal, and augmented reality. Contact him at kuno.kurzhals@visus.uni-stuttgart.de.View more