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    EDM
    2009
    116views Data Mining» more  EDM 2009»
    Dimensions of Difficulty in Translating Natural Language into First-Order Logic
    13 years 3 months ago
    Dimensions of Difficulty in Translating Natural Language into First-Order Logic
    Download  www.informatics.sussex.ac.uk
    In this paper, we present a study of a large corpus of student logic exercises in which we explore the relationship between two distinct measures of difficulty: the proportion of s...
    Dave Barker-Plummer, Richard Cox, Robert Dale
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    EDM
    2009
    132views Data Mining» more  EDM 2009»
    Predicting Students Drop Out: A Case Study
    13 years 3 months ago
    Predicting Students Drop Out: A Case Study
    Download  www.educationaldatamining.org
    The monitoring and support of university freshmen is considered very important at many educational institutions. In this paper we describe the results of the educational data minin...
    Gerben Dekker, Mykola Pechenizkiy, Jan Vleeshouwer...
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    EDM
    2009
    179views Data Mining» more  EDM 2009»
    Learning Factors Transfer Analysis: Using Learning Curve Analysis to Automatically Generate Domain Models
    13 years 3 months ago
    Learning Factors Transfer Analysis: Using Learning Curve Analysis to Automatically Generate Domain Models
    Download  www.educationaldatamining.org
    This paper describes a novel method to create a quantitative model of an educational content domain of related practice item-types using learning curves. By using a pairwise test t...
    Philip I. Pavlik Jr., Hao Cen, Kenneth R. Koedinge...
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    EDM
    2009
    124views Data Mining» more  EDM 2009»
    Detecting and Understanding the Impact of Cognitive and Interpersonal Conflict in Computer Supported Collaborative Learning Envi
    13 years 3 months ago
    Detecting and Understanding the Impact of Cognitive and Interpersonal Conflict in Computer Supported Collaborative Learning Envi
    Download  www.cs.cmu.edu
    This paper presents a model which can automatically detect a variety of student speech acts as students collaborate within a computer supported collaborative learning environment. ...
    David Prata, Ryan Baker, Evandro Costa, Carolyn Pe...
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    EDM
    2009
    147views Data Mining» more  EDM 2009»
    Using Dirichlet priors to improve model parameter plausibility
    13 years 3 months ago
    Using Dirichlet priors to improve model parameter plausibility
    Download  www.educationaldatamining.org
    Student modeling is a widely used approach to make inference about a student's attributes like knowledge, learning, etc. If we wish to use these models to analyze and better u...
    Dovan Rai, Yue Gong, Joseph Beck
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    EDM
    2009
    147views Data Mining» more  EDM 2009»
    an Argument Learning Environment Using Agent-Based ITS (ALES)
    13 years 3 months ago
    an Argument Learning Environment Using Agent-Based ITS (ALES)
    Download  www.educationaldatamining.org
    This paper presents an agent-based educational environment to teach argument analysis (ALES). The idea is based on the Argumentation Interchange Format Ontology (AIF) using "W...
    Safia Abbas, Hajime Sawamura
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    EDM
    2009
    184views Data Mining» more  EDM 2009»
    Process Mining Online Assessment Data
    13 years 3 months ago
    Process Mining Online Assessment Data
    Download  www.educationaldatamining.org
    Traditional data mining techniques have been extensively applied to find interesting patterns, build descriptive and predictive models from large volumes of data accumulated throug...
    Mykola Pechenizkiy, Nikola Trcka, Ekaterina Vasily...
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    EDM
    2009
    108views Data Mining» more  EDM 2009»
    Student Consistency and Implications for Feedback in Online Assessment Systems
    13 years 3 months ago
    Student Consistency and Implications for Feedback in Online Assessment Systems
    Download  www.educationaldatamining.org
    Abstract. Most of the emphasis on mining online assessment logs has been to identify contentspecific errors. However, the pattern of general "consistency" is domain indep...
    Tara M. Madhyastha, Steven L. Tanimoto
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    EDM
    2009
    95views Data Mining» more  EDM 2009»
    Automatic Concept Relationships Discovery for an Adaptive E-course
    13 years 3 months ago
    Automatic Concept Relationships Discovery for an Adaptive E-course
    Download  www.educationaldatamining.org
    Marián Simko, Mária Bieliková
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    EDM
    2009
    125views Data Mining» more  EDM 2009»
    A Data Mining Approach to Reveal Representative Collaboration Indicators in Open Collaboration Frameworks
    13 years 3 months ago
    A Data Mining Approach to Reveal Representative Collaboration Indicators in Open Collaboration Frameworks
    Download  www.educationaldatamining.org
    Data mining methods are successful in educational environments to discover new knowledge or learner skills or features. Unfortunately, they have not been used in depth with collabo...
    Antonio R. Anaya, Jesus Boticario
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