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Conference on Human Factors in Computing Systems - Proceedings(2)
ACM International Conference Proceeding Series(1)
Computer-Supported Collaborative Learning Conference, CSCL(1)
IEEE Transactions on Learning Technologies(1)
IJCAI International Joint Conference on Artificial Intelligence(1)
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Interacción social(3)
Medicina y salud(2)
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Escuelas y sus actividades; educación especial(1)
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From Data to Insights: A Layered Storytelling Approach for Multimodal Learning Analytics
Conference ObjectAbstract: Significant progress to integrate and analyse multimodal data has been carried out in the last yearsPalabras claves:CSCW, Data storytelling, teamwork, VisualizationAutores:Martinez-Maldonado R., Nieto G.F., Shum S.B., Vanessa EcheverriaFuentes:googlescopusDriving data storytelling from learning design
Conference ObjectAbstract: Data science is now impacting the education sector, with a growing number of commercial products andPalabras claves:Dashboards, Data storytelling, Visual design, VisualisationsAutores:Conati C., Katherine Chiluiza Garcia, Martinez-Maldonado R., Roger X. Granda, Shum S.B., Vanessa EcheverriaFuentes:googlescopusMaking the design of cscl analytics interfaces a co-design process: The case of multimodal teamwork in healthcare
Conference ObjectAbstract: Multimodal Learning Analytics innovations offer exciting opportunities for Computer-Supported CollabPalabras claves:Autores:Axisa C., Elliott D., Martinez-Maldonado R., Power T., Shum S.B., Vanessa EcheverriaFuentes:googlescopusTowards Proximity Tracking and Sensemaking for Supporting Teamwork and Learning
Conference ObjectAbstract: A large number of learning tools offering some sort of personalisation features rely mainly on the aPalabras claves:CLASSROOM, Computer Vision, Indoor Positioning, Mobility tracking, physical spaces, teamworkAutores:Martinez-Maldonado R., Pechenizkiy M., Santos A., Santos O.C., Shum S.B., Vanessa Echeverria, Yacef K.Fuentes:googlescopusTowards collaboration translucence: Giving meaning to multimodal group data
Conference ObjectAbstract: Collocated, face-to-face teamwork remains a pervasive mode of working, which is hard to replicate onPalabras claves:COLLABORATION, CSCW, learning analytics, Pervasive computingAutores:Martinez-Maldonado R., Shum S.B., Vanessa EcheverriaFuentes:googlescopusWhat do you mean by collaboration analytics? A conceptual model
ArticleAbstract: Using data to generate a deeper understanding of collaborative learning is not new, but automaticallPalabras claves:Collaborative learning, CSCL, CSCW, group work, Learning design, Multimodal learning analytics, teamworkAutores:Gašević D., Martinez-Maldonado R., Nieto G.F., Shum S.B., Swiecki Z., Vanessa EcheverriaFuentes:googlescopusWhere is the Nurse? Towards automatically visualising meaningful team movement in healthcare education
Conference ObjectAbstract: Providing immediate, effective feedback on team and individual performance in healthcare simulationsPalabras claves:analytics, COLLABORATION, Localisation, Movement, teamworkAutores:Hayes C., Martinez-Maldonado R., Power T., Shum S.B., Vanessa EcheverriaFuentes:googlescopusStorytelling with Learner Data: Guiding Student Reflection on Multimodal Team Data
ArticleAbstract: There is growing interest in creating learning analytics feedback interfaces that support students dPalabras claves:Collocated spaces, FEEDBACK, Guidance, Multimodal learning analytics (MMLA), reflection, VisualizationAutores:Axisa C., Kitto K., Mangaroska K., Martinez-Maldonado R., Nieto G.F., Palominos E., Shum S.B., Vanessa EcheverriaFuentes:googlescopusThe Moodoo Library: Quantitative Metrics to Model How Teachers Make Use of the Classroom Space by Analysing Indoor Positioning Traces (Extended Abstract)
Conference ObjectAbstract: Teachers' spatial behaviours in the classroom can strongly influence students' engagement, motivatioPalabras claves:Autores:Mangaroska K., Martinez-Maldonado R., Nieto G.F., Schulte J., Shibani A., Shum S.B., Vanessa EcheverriaFuentes:googlescopus