Ensembling predictions of student knowledge within intelligent tutoring systems
暂无分享,去创建一个
Zachary A. Pardos | Neil T. Heffernan | Ryan Shaun Joazeiro de Baker | Sujith M. Gowda | Bahador B. Nooraei
[1] Albert T. Corbett,et al. A Bayes Net Toolkit for Student Modeling in Intelligent Tutoring Systems , 2006, Intelligent Tutoring Systems.
[2] Zachary A. Pardos,et al. Navigating the parameter space of Bayesian Knowledge Tracing models: Visualizations of the convergence of the Expectation Maximization algorithm , 2010, EDM.
[3] Francesco Ricci,et al. User Modeling, Adaptation, and Personalization , 2013, Lecture Notes in Computer Science.
[4] Alfred Kobsa,et al. The Adaptive Web, Methods and Strategies of Web Personalization , 2007, The Adaptive Web.
[5] Albert T. Corbett,et al. A Cognitive Tutor for Genetics Problem Solving: Learning Gains and Student Modeling , 2010 .
[6] Shou-De Lin,et al. Feature Engineering and Classifier Ensemble for KDD Cup 2010 , 2010, KDD 2010.
[7] Neil T. Heffernan,et al. Comparing Knowledge Tracing and Performance Factor Analysis by Using Multiple Model Fitting Procedures , 2010, Intelligent Tutoring Systems.
[8] Kenneth R. Koedinger,et al. Performance Factors Analysis - A New Alternative to Knowledge Tracing , 2009, AIED.
[9] Jim Reye,et al. Student Modelling Based on Belief Networks , 2004, Int. J. Artif. Intell. Educ..
[10] Ryan Shaun Joazeiro de Baker,et al. Contextual Slip and Prediction of Student Performance after Use of an Intelligent Tutor , 2010, UMAP.
[11] Kenneth R. Koedinger,et al. Learning Factors Transfer Analysis: Using Learning Curve Analysis to Automatically Generate Domain Models , 2009, EDM.
[12] Yue Gong,et al. Using Dirichlet priors to improve model parameter plausibility , 2009, EDM.
[13] Zachary A. Pardos,et al. Modeling Individualization in a Bayesian Networks Implementation of Knowledge Tracing , 2010, UMAP.
[14] John R. Anderson,et al. Knowledge tracing: Modeling the acquisition of procedural knowledge , 2005, User Modeling and User-Adapted Interaction.
[15] Rich Caruana,et al. Ensemble selection from libraries of models , 2004, ICML.
[16] Vincent Aleven,et al. More Accurate Student Modeling through Contextual Estimation of Slip and Guess Probabilities in Bayesian Knowledge Tracing , 2008, Intelligent Tutoring Systems.
[17] 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 .
[18] R. Sawyer. The Cambridge Handbook of the Learning Sciences: Introduction , 2014 .
[19] Peter Brusilovsky,et al. User Models for Adaptive Hypermedia and Adaptive Educational Systems , 2007, The Adaptive Web.