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ACM International Conference Proceeding Series(2)
Conference on Human Factors in Computing Systems - Proceedings(1)
IEEE Transactions on Learning Technologies(1)
Interactive Learning Environments(1)
International Journal of Artificial Intelligence in Education(1)
Designing translucent learning analytics with teachers: an elicitation process
ArticleAbstract: Learning Analytics (LA) systems can offer new insights into learners’ behaviours through analysis ofPalabras claves:co-design, CSCL, human-centred analytics, Multimodal, orchestration, teamworkAutores:Axisa C., Elliott D., Martinez-Maldonado R., Power T., Shum S.B., Vanessa EcheverriaFuentes:googlescopusFrom 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:googlescopusMoodoo the Tracker: Spatial Classroom Analytics for Characterising Teachers’ Pedagogical Approaches
ArticleAbstract: Teachers’ spatial behaviours in the classroom can strongly influence students’ engagement, motivatioPalabras claves:Indoor localisation, Learning spaces, Multimodal learning analytics, Spatial modelling, TeachingAutores:Mangaroska K., Martinez-Maldonado R., Nieto G.F., Schulte J., Shibani A., 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 data storytelling to support teaching and learning
Conference ObjectAbstract: Data science is now impacting the educational sector, with a growing number of commercial products aPalabras claves:Data storytelling, Information visualisation, Learning dataAutores:Martinez-Maldonado R., Shum S.B., 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:googlescopusWhere is the teacher? Digital analytics for classroom proxemics
ArticleAbstract: The term Classroom Proxemics refers to how teachers and students use classroom space, and the impactPalabras claves:learning analytics, Learning design, Mobility tracking, motion sensors, physical learning spaces, positioning sensorsAutores:Gopalan Y., Martinez-Maldonado R., Schulte J., 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:googlescopus