From signals to knowledge: A conceptual model for multimodal learning analytics

D Di Mitri, J Schneider, M Specht… - Journal of Computer …, 2018 - Wiley Online Library
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 …

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 …

SMILI☺: A framework for interfaces to learning data in open learner models, learning analytics and related fields

S Bull, J Kay - International Journal of Artificial Intelligence in …, 2016 - Springer
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 …

An interactive teacher's dashboard for monitoring groups in a multi-tabletop learning environment

R Martinez Maldonado, J Kay, K Yacef… - … Tutoring Systems: 11th …, 2012 - Springer
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 …

MTFeedback: providing notifications to enhance teacher awareness of small group work in the classroom

R Martinez-Maldonado, A Clayphan… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
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 …

Capturing and analyzing verbal and physical collaborative learning interactions at an enriched interactive tabletop

R Martinez-Maldonado, Y Dimitriadis… - International Journal of …, 2013 - Springer
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 …

Read between the lines: An annotation tool for multimodal data for learning

D Di Mitri, J Schneider, R Klemke, M Specht… - Proceedings of the 9th …, 2019 - dl.acm.org
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 …

Latux: An iterative workflow for designing, validating, and deploying learning analytics visualizations

R Martinez-Maldonado, A Pardo… - Journal of Learning …, 2015 - research.monash.edu
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 …

An actionable orchestration dashboard to enhance collaboration in the classroom

I Amarasinghe, D Hernández-Leo… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
The orchestration of collaborative learning activities in technology-enhanced classrooms
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

M Lin, A Preston, A Kharrufa, Z Kong - Thinking Skills and Creativity, 2016 - Elsevier
This paper explores the use of Computer Supported Collaborative Learning Environments
(CSCLE) as multimodal spaces for promoting critical thinking for English as Second …