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The top documents tagged [educational data mining]
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educational data mining
UMAP-PALE2014 paper: Integrating Knowledge Tracing and Item Response Theory: A Tale of Two Frameworks.
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Feature Engineering Studio January 21, 2015. Welcome to Feature Engineering Studio Design studio-style course teaching how to distill and engineer features.
214 views
Navigating the parameter space of Bayesian Knowledge Tracing models Visualizations of the convergence of the Expectation Maximization algorithm Zachary.
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Using Mixed-Effects Modeling to Compare Different Grain-Sized Skill Models Mingyu Feng, Worcester Polytechnic Institute Neil T. Heffernan, Worcester Polytechnic.
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Educational Data Mining Ryan S.J.d. Baker PSLC/HCII Carnegie Mellon University Richard Scheines Professor of Statistics, Machine Learning, and Human-Computer.
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Classifiers, Part 3 Week 1, Video 5 Classification There is something you want to predict (“the label”) The thing you want to predict is categorical.
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1 Educational data mining in a computer tutor that listens Joseph E. Beck Acknowledgements: NSF, Heinz.
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Department of Computer Science 1 Data Mining / KDD Let us find something interesting! Definition := “KDD is the non-trivial process of identifying valid,
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Dr. Linda Baer Senior Program Officer Bill & Melinda Gates Foundation November 15, 2011.
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Using Think-Aloud Protocols to Understand Student Thinking Principles of E-Learning 2014 Ken Koedinger Makes use of improvements from Vincent Aleven Related.
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Educational Data Mining: Discovery with Models
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