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    EDM
    2010
    128views Data Mining» more  EDM 2010»
    Using Text Replay Tagging to Produce Detectors of Systematic Experimentation Behavior Patterns
    13 years 5 months ago
    Using Text Replay Tagging to Produce Detectors of Systematic Experimentation Behavior Patterns
    Download  educationaldatamining.org
    Michael Sao Pedro, Ryan Shaun Joazeiro de Baker, O...
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    EDM
    2010
    173views Data Mining» more  EDM 2010»
    Using LiMS (the Learner Interaction Monitoring System) to Track Online Learner Engagement and Evaluate Course Design
    13 years 5 months ago
    Using LiMS (the Learner Interaction Monitoring System) to Track Online Learner Engagement and Evaluate Course Design
    Download  educationaldatamining.org
    This poster will describe the Learner Interaction Monitoring System (LiMS), designed to capture data demonstrating learner online engagement with course materials. The poster prese...
    Leah Macfadyen, Peter Sorenson
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    EDM
    2008
    113views Data Mining» more  EDM 2008»
    Mining and Visualizing Visited Trails in Web-Based Educational Systems
    13 years 6 months ago
    Mining and Visualizing Visited Trails in Web-Based Educational Systems
    Download  sci2s.ugr.es
    A data mining and visualization tool for the discovery of student trails in web-based educational systems is presented and described. The tool uses graphs to visualize results, all...
    Cristóbal Romero, Sergio Gutiérrez S...
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    EDM
    2008
    97views Data Mining» more  EDM 2008»
    Using Item-type Performance Covariance to Improve the Skill Model of an Existing Tutor
    13 years 6 months ago
    Using Item-type Performance Covariance to Improve the Skill Model of an Existing Tutor
    Download  server-1.optim.cs.cmu.edu
    Using data from an existing pre-algebra computer-based tutor, we analyzed the covariance of item-types with the goal of describing a more effective way to assign skill labels to it...
    Philip I. Pavlik, Hao Cen, Lili Wu, Kenneth R. Koe...
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    EDM
    2008
    96views Data Mining» more  EDM 2008»
    Labeling Student Behavior Faster and More Precisely with Text Replays
    13 years 6 months ago
    Labeling Student Behavior Faster and More Precisely with Text Replays
    Download  www.cs.cmu.edu
    We present text replays, a method for generating labels that can be used to train classifiers of student behavior. We use this method to label data as to whether students are gamin...
    Ryan Shaun Joazeiro de Baker, Adriana M. J. B. de ...
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    EDM
    2008
    141views Data Mining» more  EDM 2008»
    An Open Repository and analysis tools for fine-grained, longitudinal learner data
    13 years 6 months ago
    An Open Repository and analysis tools for fine-grained, longitudinal learner data
    Download  pslcdatashop.org
    We introduce an open data repository and set of associated visualization and analysis tools. The Pittsburgh Science of Learning Center's "DataShop" has data from tho...
    Kenneth R. Koedinger, Kyle Cunningham, Alida Skogs...
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    EDM
    2008
    110views Data Mining» more  EDM 2008»
    A Response Time Model For Bottom-Out Hints as Worked Examples
    13 years 6 months ago
    A Response Time Model For Bottom-Out Hints as Worked Examples
    Download  www.educationaldatamining.org
    Students can use an educational system's help in unexpected r example, they may bypass abstract hints in search of a concrete solution. This behavior has traditionally been la...
    Benjamin Shih, Kenneth R. Koedinger, Richard Schei...
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    EDM
    2008
    136views Data Mining» more  EDM 2008»
    Machine Classification of Peer Comments in Physics
    13 years 6 months ago
    Machine Classification of Peer Comments in Physics
    Download  www.educationaldatamining.org
    As part of an ongoing project where SWoRD, a Web-based reciprocal peer review system, is used to support disciplinary writing, this study reports machine learning classifications o...
    Kwangsu Cho
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    EDM
    2008
    117views Data Mining» more  EDM 2008»
    Integrating Knowledge Gained From Data Mining With Pedagogical Knowledge
    13 years 6 months ago
    Integrating Knowledge Gained From Data Mining With Pedagogical Knowledge
    Download  www.educationaldatamining.org
    Abstract. Discovering knowledge from raw data is one of the goals of data mining. Yet, it is not always clear how this knowledge is used in educational computing systems and how ex...
    Roland Hübscher, Sadhana Puntambekar
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    EDM
    2008
    129views Data Mining» more  EDM 2008»
    Mining the Student Assessment Data: Lessons Drawn from a Small Scale Case Study
    13 years 6 months ago
    Mining the Student Assessment Data: Lessons Drawn from a Small Scale Case Study
    Download  www.educationaldatamining.org
    In this paper we describe an educational data mining (EDM) case study based on the data collected during the online assessment of students who were able to immediately receive tail...
    Mykola Pechenizkiy, Toon Calders, Ekaterina Vasily...
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