Collaborative diffusion: Boosting designerly co-creation with generative AI

MP Verheijden, M Funk - Extended abstracts of the 2023 CHI …, 2023 - dl.acm.org
Visual communication in collaborative design provides common ground and a tangible trace
of thoughts. Yet, it is often underused due to a lack of visualization skills and time needed to …

From data to insights: A layered storytelling approach for multimodal learning analytics

R Martinez-Maldonado, V Echeverria… - Proceedings of the …, 2020 - dl.acm.org
Significant progress to integrate and analyse multimodal data has been carried out in the
last years. Yet, little research has tackled the challenge of visualising and supporting the …

A New Era in Multimodal Learning Analytics: Twelve Core Commitments to Ground and Grow MMLA.

M Worsley, R Martinez-Maldonado, C D'Angelo - Journal of Learning Analytics, 2021 - ERIC
Multimodal learning analytics (MMLA) has increasingly been a topic of discussion within the
learning analytics community. The Society of Learning Analytics Research is home to the …

What do you mean by collaboration analytics? A conceptual model

R Martinez-Maldonado, D Gašević… - Journal of Learning …, 2021 - opus.lib.uts.edu.au
Using data to generate a deeper understanding of collaborative learning is not new, but
automatically analyzing log data has enabled new means of identifying key indicators of …

A handheld classroom dashboard: Teachers' perspectives on the use of real-time collaborative learning analytics

R Martinez-Maldonado - International Journal of Computer-Supported …, 2019 - Springer
Abstract In Computer-Supported Collaborative Learning (CSCL) classrooms it may be
challenging for teachers to keep awareness of certain aspects of the learning process of …

ConceptEVA: concept-based interactive exploration and customization of document summaries

X Zhang, J Li, PW Chi, S Chandrasegaran… - Proceedings of the 2023 …, 2023 - dl.acm.org
With the most advanced natural language processing and artificial intelligence approaches,
effective summarization of long and multi-topic documents—such as academic papers—for …

VA+ Embeddings STAR: A State‐of‐the‐Art Report on the Use of Embeddings in Visual Analytics

Z Huang, D Witschard, K Kucher… - Computer Graphics …, 2023 - Wiley Online Library
Over the past years, an increasing number of publications in information visualization,
especially within the field of visual analytics, have mentioned the term “embedding” when …

MeetCues: Supporting online meetings experience

BA Aseniero, M Constantinides… - 2020 IEEE …, 2020 - ieeexplore.ieee.org
The remote work ecosystem is transforming patterns of communication between teams and
individuals located at distance. Particularly, the absence of certain subtle cues in current …

Towards automatic collaboration analytics for group speech data using learning analytics

S Praharaj, M Scheffel, M Schmitz, M Specht… - Sensors, 2021 - mdpi.com
Collaboration is an important 21st Century skill. Co-located (or face-to-face) collaboration
(CC) analytics gained momentum with the advent of sensor technology. Most of these works …

A Pilot Study on Clinician-AI Collaboration in Diagnosing Depression from Speech

K Feng, T Chaspari - arxiv preprint arxiv:2410.18297, 2024 - arxiv.org
This study investigates clinicians' perceptions and attitudes toward an assistive artificial
intelligence (AI) system that employs a speech-based explainable ML algorithm for detecting …