Supervised machine learning in multimodal learning analytics for estimating success in project-based learning
Author:
Affiliation:
1. Malmö University; Sweden
2. Scuola Superiore Sant'Anna; Italy
3. UCL Knowledge Lab, University College London; UK
Funder
FP7 People: Marie-Curie Actions
Publisher
Wiley
Subject
Computer Science Applications,Education
Link
http://onlinelibrary.wiley.com/wol1/doi/10.1111/jcal.12263/fullpdf
Reference43 articles.
1. TensorFlow: learning functions at scale;Abadi;ACM SIGPLAN Notices,2016
2. Engineering design processes: A comparison of students and expert practitioners;Atman;Journal of Engineering Education,2007
3. Automatic generation and detection of highly reliable fiducial markers under occlusion;Garrido-Jurado;Pattern Recognition,2014
4. Project-based learning for the 21st century: Skills for the future;Bell;The Clearing House,2010
5. Bergstra , J. Breuleux , O. Bastien , F. Lamblin , P. Pascanu , R. Desjardins , G. ... Bengio , Y. 2010 Theano: A CPU and GPU math compiler in python Proceedings of the 9th Python in Science Conference Austin, TX 1 7
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