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From signals to knowledge: A conceptual model for multimodal learning analytics
Multimodality in learning analytics and learning science is under the spotlight. The
landscape of sensors and wearable trackers that can be used for learning support is …
landscape of sensors and wearable trackers that can be used for learning support is …
The evolution of research on digital education
P Dillenbourg - International Journal of Artificial Intelligence in …, 2016 - Springer
How does AI&EdAIED today compare to 25 years ago? This paper addresses this evolution
by identifying six trends. The trends are ongoing and will influence learning technologies …
by identifying six trends. The trends are ongoing and will influence learning technologies …
SMILI☺: A framework for interfaces to learning data in open learner models, learning analytics and related fields
Abstract The SMILI☺(Student Models that Invite the Learner In) Open Learner Model
Framework was created to provide a coherent picture of the many and diverse forms of Open …
Framework was created to provide a coherent picture of the many and diverse forms of Open …
An interactive teacher's dashboard for monitoring groups in a multi-tabletop learning environment
One of the main challenges for teachers in facilitating and orchestrating collaborative
activities within multiple groups is that they cannot see information in real time and typically …
activities within multiple groups is that they cannot see information in real time and typically …
MTFeedback: providing notifications to enhance teacher awareness of small group work in the classroom
The teacher has very important roles in the classroom, particularly as manager of most
resources for learning activities and in providing timely feedback that can enhance learning …
resources for learning activities and in providing timely feedback that can enhance learning …
Capturing and analyzing verbal and physical collaborative learning interactions at an enriched interactive tabletop
Interactive tabletops can be used to provide new ways to support face-to-face collaborative
learning. A little explored and somewhat hidden potential of these devices is that they can …
learning. A little explored and somewhat hidden potential of these devices is that they can …
Read between the lines: An annotation tool for multimodal data for learning
This paper introduces the Visual Inspection Tool (VIT) which supports researchers in the
annotation of multimodal data as well as the processing and exploitation for learning …
annotation of multimodal data as well as the processing and exploitation for learning …
Latux: An iterative workflow for designing, validating, and deploying learning analytics visualizations
Designing, validating and deploying learning analytics tools for instructors or students is a
challenge that requires techniques and methods from different disciplines, such as software …
challenge that requires techniques and methods from different disciplines, such as software …
An actionable orchestration dashboard to enhance collaboration in the classroom
The orchestration of collaborative learning activities in technology-enhanced classrooms
has become a nontrivial endeavor for educators. Depending on the behaviors and needs of …
has become a nontrivial endeavor for educators. Depending on the behaviors and needs of …
[HTML][HTML] Making L2 learners' reasoning skills visible: The potential of computer supported collaborative learning environments
This paper explores the use of Computer Supported Collaborative Learning Environments
(CSCLE) as multimodal spaces for promoting critical thinking for English as Second …
(CSCLE) as multimodal spaces for promoting critical thinking for English as Second …