Individualization for Education at Scale: MIIC Design and Preliminary Evaluation
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Sangtae Ha | Mung Chiang | Christopher G. Brinton | Robert Smith | Rüdiger Rill | William Ju | M. Chiang | Robert Smith | Sangtae Ha | Rüdiger Rill | William Ju
[1] Yavuz Akbulut,et al. Adaptive educational hypermedia accommodating learning styles: A content analysis of publications from 2000 to 2011 , 2012, Comput. Educ..
[2] Jürgen Bock,et al. Personalized Web Learning: Merging Open Educational Resources into Adaptive Courses for Higher Education , 2014, UMAP Workshops.
[3] Francisco José García-Peñalvo. Proceedings of the First International Conference on Technological Ecosystem for Enhancing Multiculturality , 2013 .
[4] Bilge Mutlu,et al. ARTFul: adaptive review technology for flipped learning , 2013, CHI.
[5] Carla Limongelli,et al. Adaptive Learning with the LS-Plan System: A Field Evaluation , 2009, IEEE Transactions on Learning Technologies.
[6] Steffen Rendle,et al. Factorization Machines , 2010, 2010 IEEE International Conference on Data Mining.
[7] Natalia Stash,et al. Creating and Delivering Adaptive Courses with AHA! , 2006, EC-TEL.
[8] Shun Han Rebekah Wong. Which platform do our users prefer: website or mobile app? , 2012 .
[9] Mehran Sahami,et al. Proceedings of the first ACM conference on Learning @ scale conference , 2014 .
[10] Ines Gloeckner. Networked Life 20 Questions And Answers , 2016 .
[11] Ming-Puu Chen,et al. An evaluation of learners' satisfaction toward mobile learning , 2007 .
[12] Luo Si,et al. Automatic Detection of Off-Task Behaviors in Intelligent Tutoring Systems with Machine Learning Techniques , 2010, IEEE Transactions on Learning Technologies.
[13] Tony Fisher,et al. Real users, real results: examining the limitations of learning styles within AEH , 2007, HT '07.
[14] Antoine Doucet,et al. Building engagement for MOOC students: introducing support for time management on online learning platforms , 2014, WWW.
[15] Maliha S. Nash,et al. Handbook of Parametric and Nonparametric Statistical Procedures , 2001, Technometrics.
[16] R. Dunn. UNDERSTANDING THE DUNN AND DUNN LEARNING STYLES MODEL AND THE NEED FOR INDIVIDUAL DIAGNOSIS AND PRESCRIPTION , 1990 .
[17] D. Suthers,et al. Proceedings of the Third International Conference on Learning Analytics and Knowledge , 2013, LAK 2013.
[18] Peter Brusilovsky,et al. ELM-ART: An Adaptive Versatile System for Web-based Instruction , 2001 .
[19] Doug Clow,et al. MOOCs and the funnel of participation , 2013, LAK '13.
[20] Tony Fisher,et al. Real users, real results: examining the limitations of learning styles within AEH , 2007, SIGWEB Newsl..
[21] Richard G. Baraniuk,et al. Tag-Aware Ordinal Sparse Factor Analysis for Learning and Content Analytics , 2014, EDM.
[22] Scott P. Robertson,et al. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems , 1991 .
[23] David B. Daniel,et al. E-books or textbooks: Students prefer textbooks , 2010, Comput. Educ..
[24] Michael Jahrer,et al. Collaborative Filtering Applied to Educational Data Mining , 2010 .
[25] Gerhard Weber,et al. User Modeling and Adaptive Navigation Support in WWW-Based Tutoring Systems , 1997 .
[26] Kyle Bowen,et al. Student Preferences for Mobile App Usage , 2012 .
[27] R. Felder,et al. Learning and Teaching Styles in Engineering Education. , 1988 .
[28] Mohamed Jemni,et al. Learning Technologies , 2002 .
[29] Yoav Bergner,et al. Model-Based Collaborative Filtering Analysis of Student Response Data: Machine-Learning Item Response Theory , 2012, EDM.
[30] Azuka N. G. Alutu,et al. The Guidance Role of the Instructor in the Teaching and Learning Process. , 2006 .
[31] N. Heffernan,et al. Using HMMs and bagged decision trees to leverage rich features of user and skill from an intelligent tutoring system dataset , 2010 .
[32] George D. Kuh,et al. Student Engagement and Student Learning: Testing the Linkages* , 2006 .
[33] Rosa M. Carro,et al. Supporting the Development of Mobile Adaptive Learning Environments: A Case Study , 2009, IEEE Transactions on Learning Technologies.
[34] Claus Pahl,et al. Constraint-Based Validation of Adaptive e-Learning Courseware , 2009, IEEE Transactions on Learning Technologies.
[35] S. Shapiro,et al. An Analysis of Variance Test for Normality (Complete Samples) , 1965 .
[36] Peter Brusilovsky,et al. Methods and techniques of adaptive hypermedia , 1996, User Modeling and User-Adapted Interaction.
[37] Lars Schmidt-Thieme,et al. Using factorization machines for student modeling , 2012, UMAP Workshops.
[38] A. Astin. Student involvement: A developmental theory for higher education. , 1999 .
[39] Tony Fisher,et al. Evaluating Learning Style Personalization in Adaptive Systems: Quantitative Methods and Approaches , 2009, IEEE Transactions on Learning Technologies.
[40] Kevin P. Murphy,et al. Machine learning - a probabilistic perspective , 2012, Adaptive computation and machine learning series.
[41] Alfred Kobsa. User Modeling and User-Adapted Interaction , 2005, User Modeling and User-Adapted Interaction.
[42] Verena D. Schmittmann,et al. Multiple learning modes in the development of performance on a rule-based category-learning task , 2006, Neuropsychologia.
[43] Tony Fisher,et al. Reappraising cognitive styles in adaptive web applications , 2006, WWW '06.
[44] Zhenming Liu,et al. Learning about Social Learning in MOOCs: From Statistical Analysis to Generative Model , 2013, IEEE Transactions on Learning Technologies.
[45] Michael McAleer,et al. A Trinomial Test for Paired Data When There are Many Ties , 2009, Math. Comput. Simul..
[46] Carolyn Penstein Rosé,et al. “ Turn on , Tune in , Drop out ” : Anticipating student dropouts in Massive Open Online Courses , 2013 .
[47] Mung Chiang,et al. Social learning networks: A brief survey , 2014, 2014 48th Annual Conference on Information Sciences and Systems (CISS).
[48] Nishikant Sonwalkar,et al. The First Adaptive MOOC: A Case Study on Pedagogy Framework and Scalable Cloud Architecture—Part I , 2013 .
[49] Chris Piech,et al. Deconstructing disengagement: analyzing learner subpopulations in massive open online courses , 2013, LAK '13.
[50] Krzysztof Z. Gajos,et al. Understanding in-video dropouts and interaction peaks in online lecture videos Citation , 2014 .
[51] Jay F. Nunamaker,et al. Instructional video in e-learning: Assessing the impact of interactive video on learning effectiveness , 2006, Inf. Manag..
[52] Francisco J. García-Peñalvo,et al. A methodology proposal for developing adaptive cMOOC , 2013, TEEM '13.