Towards Real Time Detection of Learners' Need of Help in Serious Games.
作者： Ramla Ghali , Sébastien Ouellet , Claude Frasson
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参考文章(12)
Natasha Jaques, Cristina Conati, Jason M. Harley, Roger Azevedo, Predicting Affect from Gaze Data during Interaction with an Intelligent Tutoring System intelligent tutoring systems. pp. 29- 38 ,(2014) , 10.1007/978-3-319-07221-0_4
Lotfi Derbali, Claude Frasson, Exploring the effects of prior video-game experience on learner's motivation during interactions with heapmotiv intelligent tutoring systems. pp. 129- 134 ,(2012) , 10.1007/978-3-642-30950-2_17
Sidney D'Mello, Andrew Olney, Claire Williams, Patrick Hays, Gaze tutor: A gaze-reactive intelligent tutoring system International Journal of Human-Computer Studies. ,vol. 70, pp. 377- 398 ,(2012) , 10.1016/J.IJHCS.2012.01.004
James C. Lester, Hiller A. Spires, John L. Nietfeld, James Minogue, Bradford W. Mott, Eleni V. Lobene, Designing game-based learning environments for elementary science education: A narrative-centered learning perspective Information Sciences. ,vol. 264, pp. 4- 18 ,(2014) , 10.1016/J.INS.2013.09.005
I. Ghergulescu, C. H. Muntean, A Novel Sensor-Based Methodology for Learner's Motivation Analysis in Game-Based Learning Interacting with Computers. ,vol. 26, pp. 305- 320 ,(2014) , 10.1093/IWC/IWU013
Fabian Pedregosa, Gaël Varoquaux, Alexandre Gramfort, Vincent Michel, Bertrand Thirion, Olivier Grisel, Mathieu Blondel, Andreas Müller, Joel Nothman, Gilles Louppe, Peter Prettenhofer, Ron Weiss, Vincent Dubourg, Jake Vanderplas, Alexandre Passos, David Cournapeau, Matthieu Brucher, Matthieu Perrot, Édouard Duchesnay, Scikit-learn: Machine Learning in Python Journal of Machine Learning Research. ,vol. 12, pp. 2825- 2830 ,(2011)
H. Wood, D. Wood, Help seeking, learning and contingent tutoring Computer Education. ,vol. 33, pp. 153- 169 ,(1999) , 10.1016/S0360-1315(99)00030-5
Cristina Conati, Probabilistic assessment of user's emotions in educational games Applied Artificial Intelligence. ,vol. 16, pp. 555- 575 ,(2002) , 10.1080/08839510290030390
Ramla Ghali, Sébastien Ouellet, Claude Frasson, LewiSpace: an Exploratory Study with a Machine Learning Model in an Educational Game Journal of education and training studies. ,vol. 4, pp. 192- 201 ,(2015) , 10.11114/JETS.V4I1.1153
M. Prensky, Digital Game-Based Learning McGraw-Hill, New York. ,(2001)