Concept

Computer-supported collaborative learning

Related publications (170)

Using Learning Analytics at School: a Go-Lab Study

Denis Gillet, Maria Jesus Rodriguez Triana, Andrii Vozniuk

Go-Lab is an European project devoted to promote STEM education by means of pedagogical guidelines based on blended Inquiry-Based Learning (IBL), authoring tools for rich open educational resources, and online labs. In such a framework, we have analysed th ...

2016

On the influence of momentum acceleration on online learning

Ali H. Sayed, Bicheng Ying, Kun Yuan

The article examines in some detail the convergence rate and mean-square-error performance of momentum stochastic gradient methods in the constant step-size and slow adaptation regime. The results establish that momentum methods are equivalent to the stand ...

2016

A Tutorial on Machine Learning in Educational Science

Pierre Dillenbourg, Lukasz Kidzinski

Popularity of massive online open courses (MOOCs) allowed educational researchers to address problems which were not accessible few years ago. Although classical statistical techniques still apply, large datasets allow us to discover deeper patterns and to ...

Springer-Verlag Singapore Pte Ltd2016

Orchestrating Learning Analytics: A framework for researchers, teachers and developers

Maria Jesus Rodriguez Triana

The meteoric rise in popularity of the Learning Analytics (LA) field and its recent advances, has attracted the attention of researchers, teachers and educational technology system developers alike. However, despite the profusion of LA proposals and tools ...

2016

Scripting and monitoring meet each other: Aligning learning analytics and learning design to support teachers in orchestrating CSCL situations.

Maria Jesus Rodriguez Triana

From the conceptualization to the evaluation of computer-supported collaborative learning (CSCL) scenarios, teachers address multiple tasks, sometimes being overwhelmed on account of the required time and associated burden. To support teachers in this ende ...

2015

The orchestrated collaborative classroom: Designing and making sense of heterogeneous ecologies of teaching and learning resources

Luis Pablo Prieto Santos

The physical face-to-face classroom still represents the core educational setting in which everyday CSCL practice takes place. However, current classrooms are not limited anymore to books, blackboards and other physical artifacts: laptops, tablets, digital ...

International Society of the Learning Sciences2015

Supporting Teacher Orchestration in Ubiquitous Learning Environments: A Study in Primary Education

During the last decades, educational contexts have transformed into complex technological and social ecologies, with mobile devices expanding the scope of education beyond the traditional classroom, creating so-called Ubiquitous Learning Environments (ULEs ...

Ieee Computer Soc2015

Coming Down to Earth: Helping Teachers Use 3D Virtual Worlds in Across-Spaces Learning Situations

Different approaches have explored how to provide seamless learning across multiple ICT-enabled physical and virtual spaces, including three-dimensional virtual worlds (3DVW). However, these approaches present limitations that may reduce their acceptance i ...

Ieee Computer Soc, Learning Technology Task Force2015

Monitoring-Aware Learning Design Process: Pilot Studies in Authentic CSCL Scenarios

Maria Jesus Rodriguez Triana

ICT tools offer the possibility to store, analyse and visualise large amounts of educational data. However, in order to make sense of these analyses, teachers need meaningful information connected to their pedagogical intentions. We envision an enriched le ...

2015

An Extensible Architecture for the Integration of Remote and Virtual Laboratories in Public Learning Tools

Denis Gillet, Christophe Salzmann, Sten Govaerts

Remote laboratories are software and hardware tools that allow students to remotely access real equipment located in universities. The integration of remote laboratories in learning tools (learning management systems, content man- agement systems, or perso ...

2015

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