Towards Adaptive Educational Assessments: Predicting Student Performance using Temporal Stability and Data Analytics in Learning Management Systems
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Mohammed M. Olama | Gautam S. Thakur | Sreenivas R. Sukumar | Wade McNair | S. Sukumar | Gautam Thakur | M. Olama | W. McNair
[1] Peter Brusilovsky,et al. Adaptive hypermedia: from systems to framework , 1999, CSUR.
[2] R. Lippmann,et al. An introduction to computing with neural nets , 1987, IEEE ASSP Magazine.
[3] Mykola Pechenizkiy,et al. Handbook of Educational Data Mining , 2010 .
[4] Shinji Mizuno,et al. The development of a course recommendation system for e-learning students , 2012, Int. J. Knowl. Web Intell..
[5] Alvaro Ortigosa,et al. Recommendation in Higher Education Using Data Mining Techniques , 2009, EDM.
[6] E. Sutinen,et al. Data Mining In Personalizing DistanceEducation Courses , 2006 .
[7] Sebastián Ventura,et al. Data mining in course management systems: Moodle case study and tutorial , 2008, Comput. Educ..
[8] S. Menard. Applied Logistic Regression Analysis , 1996 .
[9] William E. Griffiths,et al. Principles of Econometrics , 2008 .
[10] Jun Wang,et al. A feedforward neural network for multiple criteria decision making , 1992, Comput. Oper. Res..
[11] Bill C. Hardgrave,et al. Predicting graduate student success: A comparison of neural networks and traditional techniques , 1994, Comput. Oper. Res..
[12] Sebastián Ventura,et al. Data Mining in E-learning (Advances in Management Information) , 2006 .
[13] Riccardo Mazza,et al. Exploring Usage Analysis in Learning Systems: Gaining Insights From Visualisations , 2005 .
[14] Egill Másson,et al. Introduction to computation and learning in artificial neural networks , 1990 .
[15] S. Graf,et al. Adaptive and Intelligent Web-Based Educational Systems , 2009 .
[16] Sanjeev R. Kulkarni,et al. Improving augmented reality using recommender systems , 2013, RecSys.
[17] Bujar Raufi,et al. Adaptive web-based systems: from framework to implementation , 2010, CompSysTech '10.
[18] Peter Brusilovsky,et al. Web-Based Education for All: A Tool for Development Adaptive Courseware , 1998, Comput. Networks.
[19] George B. Garman. A Logistic Approach To Predicting Student Success In Online Database Courses , 2010 .
[20] Enric Mor,et al. E-learning personalization based on itineraries and long-term navigational behavior , 2004, WWW Alt. '04.
[21] Elena Gaudioso,et al. Mining Student Data To Characterize Similar Behavior Groups In Unstructured Collaboration Spaces , 2004 .
[22] Rice,et al. Moodle : E-learning course development : a complete guide to successful learning using Moodle , 2006 .
[23] Geoffrey E. Hinton,et al. Learning internal representations by error propagation , 1986 .
[24] Gediminas Adomavicius,et al. Incorporating contextual information in recommender systems using a multidimensional approach , 2005, TOIS.
[25] Jason Cole,et al. Using Moodle - teaching with the popular open source course management system , 2007 .
[26] D. Rubinfeld,et al. Econometric models and economic forecasts , 2002 .
[27] Jack Mostow,et al. A Generic Tool to Browse Tutor-Student Interactions: Time Will Tell! , 2005, AIED.
[28] Akhmed Umyarov,et al. Leveraging aggregate ratings for better recommendations , 2007, RecSys '07.
[29] J. Beck,et al. An Educational Data Mining Tool to Browse Tutor-Student Interactions : Time Will Tell ! , 2005 .
[30] Ronen I. Brafman,et al. Qualitative decision making in adaptive presentation of structured information , 2004, TOIS.
[31] H. Theil. Principles of econometrics , 1971 .