Data-Driven Construction of a Student Model Using Bayesian Networks in an Electrical Domain
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Manuel Mejía-Lavalle | Yasmín Hernández | Miguel Pérez-Ramírez | Marilú Cervantes-Salgado | Y. Hernández | M. Mejía-Lavalle | Miguel Pérez-Ramírez | Marilú Cervantes-Salgado
[1] Liangxiao Jiang,et al. Learning Tree Augmented Naive Bayes for Ranking , 2005, DASFAA.
[2] Nir Friedman,et al. Bayesian Network Classifiers , 1997, Machine Learning.
[3] Geoffrey I. Webb,et al. # 2001 Kluwer Academic Publishers. Printed in the Netherlands. Machine Learning for User Modeling , 1999 .
[4] Stuart C. Shapiro,et al. Encyclopedia of artificial intelligence, vols. 1 and 2 (2nd ed.) , 1992 .
[5] Antonija Mitrovic. Modeling Domains and Students with Constraint-Based Modeling , 2010, Advances in Intelligent Tutoring Systems.
[6] J. Pearl. Causality: Models, Reasoning and Inference , 2000 .
[7] D.M. Mount,et al. An Efficient k-Means Clustering Algorithm: Analysis and Implementation , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[8] Ian H. Witten,et al. Data mining: practical machine learning tools and techniques, 3rd Edition , 1999 .
[9] Marek J. Druzdzel,et al. SMILE: Structural Modeling, Inference, and Learning Engine and GeNIE: A Development Environment for Graphical Decision-Theoretic Models , 1999, AAAI/IAAI.
[10] Ian H. Witten,et al. Data mining: practical machine learning tools and techniques with Java implementations , 2002, SGMD.
[11] Ryan Shaun Joazeiro de Baker,et al. Mining Data for Student Models , 2010, Advances in Intelligent Tutoring Systems.
[12] Cristina Conati,et al. Student Modeling: Supporting Personalized Instruction, from Problem Solving to Exploratory Open Ended Activities , 2013, AI Mag..
[13] Sebastián Ventura,et al. Educational data mining: A survey from 1995 to 2005 , 2007, Expert Syst. Appl..
[14] Peter Brusilovsky,et al. Evaluation of topic-based adaptation and student modeling in QuizGuide , 2015, User Modeling and User-Adapted Interaction.
[15] Ian H. Witten,et al. The WEKA data mining software: an update , 2009, SKDD.