Affect-driven Learning Outcomes Prediction in Intelligent Tutoring Systems
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Margrit Betke | John Magee | Stan Sclaroff | Ajjen Joshi | John J. Magee | Ivon Arroyo | Jacob Whitehill | Danielle Allessio | Beverly Woolf | S. Sclaroff | Margrit Betke | I. Arroyo | B. Woolf | J. Whitehill | Danielle Allessio | Ajjen Joshi
[1] Zachary A. Pardos,et al. Dynamic Approaches to Modeling Student Affect and its Changing Role in Learning and Performance , 2015, UMAP.
[2] Abhinav Dhall,et al. Prediction and Localization of Student Engagement in the Wild , 2018, 2018 Digital Image Computing: Techniques and Applications (DICTA).
[3] Kurt VanLehn,et al. Empirically evaluating the application of reinforcement learning to the induction of effective and adaptive pedagogical strategies , 2011, User Modeling and User-Adapted Interaction.
[4] Ramón Zataraín-Cabada,et al. Affective Tutoring System for Android Mobiles , 2014, ICIC.
[5] Angela L. Duckworth,et al. Advanced, Analytic, Automated (AAA) Measurement of Engagement During Learning , 2017, Educational psychologist.
[6] Arthur C. Graesser,et al. Guru: A Computer Tutor That Models Expert Human Tutors , 2012, ITS.
[7] Konstantin Zakharov,et al. Affect Recognition and Support in Intelligent Tutoring Systems , 2007 .
[8] Reinhard Pekrun,et al. Boredom in achievement settings: Exploring control–value antecedents and performance outcomes of a neglected emotion. , 2010 .
[9] Ivon Arroyo,et al. When the Question is Part of the Answer: Examining the Impact of Emotion Self-reports on Student Emotion , 2014, UMAP.
[10] Cynthia Breazeal,et al. Affective Personalization of a Social Robot Tutor for Children's Second Language Skills , 2016, AAAI.
[11] Kristy Elizabeth Boyer,et al. Automatically Recognizing Facial Expression: Predicting Engagement and Frustration , 2013, EDM.
[12] Judith Masthoff,et al. Adapting performance feedback to a learner's conscientiousness , 2012, UMAP.
[13] Javier R. Movellan,et al. The Faces of Engagement: Automatic Recognition of Student Engagementfrom Facial Expressions , 2014, IEEE Transactions on Affective Computing.
[14] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[15] Abhay Gupta,et al. DAiSEE: Towards User Engagement Recognition in the Wild. , 2016, 1609.01885.
[16] Peter Robinson,et al. OpenFace: An open source facial behavior analysis toolkit , 2016, 2016 IEEE Winter Conference on Applications of Computer Vision (WACV).
[17] A. Graesser,et al. Confusion can be beneficial for learning. , 2014 .
[18] Arthur C. Graesser,et al. Toward an Affect-Sensitive AutoTutor , 2007, IEEE Intelligent Systems.
[19] Beverly Park Woolf,et al. Web-Based Intelligent Multimedia Tutoring for High Stakes Achievement Tests , 2004, Intelligent Tutoring Systems.
[20] Arthur C. Graesser,et al. Better to be frustrated than bored: The incidence, persistence, and impact of learners' cognitive-affective states during interactions with three different computer-based learning environments , 2010, Int. J. Hum. Comput. Stud..
[21] Antonija Mitrovic,et al. Supporting Learning by Opening the Student Model , 2002, Intelligent Tutoring Systems.