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    EDM
    2010
    140views Data Mining» more  EDM 2010»
    An Annotations Approach to Peer Tutoring
    13 years 6 months ago
    An Annotations Approach to Peer Tutoring
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    In this paper we detail a preliminary model for reasoning about annotating learning objects and intelligently showing annotations to users who will benefit from them. Student inter...
    John Champaign, Robin Cohen
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    EDM
    2010
    113views Data Mining» more  EDM 2010»
    Using multiple Dirichlet distributions to improve parameter plausibility
    13 years 6 months ago
    Using multiple Dirichlet distributions to improve parameter plausibility
    Download  educationaldatamining.org
    Predictive accuracy and parameter plausibility are two major desired aspects for a student modeling approach. Knowledge tracing, the most commonly used approach, suffers from local...
    Yue Gong, Joseph E. Beck, Neil T. Heffernan
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    EDM
    2010
    117views Data Mining» more  EDM 2010»
    Pundit: Intelligent Recommender of Courses
    13 years 6 months ago
    Pundit: Intelligent Recommender of Courses
    Download  educationaldatamining.org
    In this paper the authors describe Pundit, a course recommendation and search tool at Teachers College, Columbia University. The alpha prototype employs a novel combination of data...
    Ankit Ranka, Faisal Anwar, Hui Soo Chae
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    EDM
    2010
    140views Data Mining» more  EDM 2010»
    Assessing Reviewer's Performance Based on Mining Problem Localization in Peer-Review Data
    13 years 6 months ago
    Assessing Reviewer's Performance Based on Mining Problem Localization in Peer-Review Data
    Download  educationaldatamining.org
    Current peer-review software lacks intelligence for responding to students' reviewing performance. As an example of an additional intelligent assessment component to such soft...
    Wenting Xiong, Diane J. Litman, Christian D. Schun...
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    EDM
    2010
    134views Data Mining» more  EDM 2010»
    Examining Learner Control in a Structured Inquiry Cycle Using Process Mining
    13 years 6 months ago
    Examining Learner Control in a Structured Inquiry Cycle Using Process Mining
    Download  educationaldatamining.org
    High potential variation in prior knowledge, metacognitive skills, and motivation within learner populations can prompt design strategies that combine explicit structuring and scaf...
    Larry Howard, Julie Johnson, Carin Neitzel
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    EDM
    2010
    137views Data Mining» more  EDM 2010»
    Hierarchical Structures of Content Items in LMS
    13 years 6 months ago
    Hierarchical Structures of Content Items in LMS
    Download  educationaldatamining.org
    Sharon Hardof-Jaffe, Arnon Hershkovitz, Ronit Azra...
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    EDM
    2010
    116views Data Mining» more  EDM 2010»
    Tracking Students' Inquiry Paths through Student Transition Analysis
    13 years 6 months ago
    Tracking Students' Inquiry Paths through Student Transition Analysis
    Download  educationaldatamining.org
    Matt Bachmann, Janice Gobert, Joseph Beck
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    EDM
    2010
    128views Data Mining» more  EDM 2010»
    Using Educational Data Mining Methods to Study the Impact of Virtual Classroom in E-Learning
    13 years 6 months ago
    Using Educational Data Mining Methods to Study the Impact of Virtual Classroom in E-Learning
    Download  educationaldatamining.org
    In the past few years, Iranian universities have embarked to use e-learning tools and technologies to extend and improve their educational services. After a few years of conducting...
    Mohammad Hassan Falakmasir, Jafar Habibi
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    EDM
    2010
    142views Data Mining» more  EDM 2010»
    A Data Model to Ease Analysis and Mining of Educational Data
    13 years 6 months ago
    A Data Model to Ease Analysis and Mining of Educational Data
    Download  educationaldatamining.org
    Learning software is not designed for data analysis and mining. Because usage data is not stored in a systematic way, its thorough analysis requires long and tedious preprocessing....
    André Krüger, Agathe Merceron, Benjami...
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    EDM
    2010
    168views Data Mining» more  EDM 2010»
    Mining information from tutor data to improve pedagogical content knowledge
    13 years 6 months ago
    Mining information from tutor data to improve pedagogical content knowledge
    Download  educationaldatamining.org
    Suchismita Srinivas, Muntaquim Bagadia, Anupriya G...
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