Intelligent Tutoring Systems, Educational Data Mining, and the Design and Evaluation of Video Games

被引:0
|
作者
Eagle, Michael [1 ]
Barnes, Tiffany [1 ]
机构
[1] Univ N Carolina, Dept Comp Sci, Charlotte, NC 28223 USA
来源
关键词
Intelligent Tutoring Systems; Educational Data Mining; Games;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Technological support for personalized learning has the potential to transform the educational system in the United States There is a glowing interest in educational games and their potential for motivating learners Techniques from the educational data mining and intelligent tutoring systems communities can be leveraged to better understand, design. and evaluate educational games for both learning effectiveness and learner engagement This work explores the use of intelligent feedback in games as well as the potential pitfalls it concludes with a proposed study designed to explore the differences between intelligent tutoring systems and educational video games
引用
收藏
页码:215 / 217
页数:3
相关论文
共 50 条
  • [1] Data mining in intelligent tutoring systems using rough sets
    Attia, SS
    Mahdi, HMK
    Mohammad, HK
    ICEEC'04: 2004 INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONIC AND COMPUTER ENGINEERING, PROCEEDINGS, 2004, : 179 - 184
  • [2] Increasing the Adaptivity of an Intelligent Tutoring System with Educational Data Mining: A System Overview
    Jugo, I.
    Kovacic, B.
    Slavuj, V.
    INTERNATIONAL JOURNAL OF EMERGING TECHNOLOGIES IN LEARNING, 2016, 11 (03): : 67 - 70
  • [3] Educational Data Mining: Analysis Based On an Intelligent Tutoring System for Teaching Algebra
    de Menezes, Matheus Freitas
    Netto, Jose Francisco de M.
    Mota Lopes, Arcanjo Miguel
    2022 IEEE FRONTIERS IN EDUCATION CONFERENCE, FIE, 2022,
  • [4] Applications of Data Mining in Constraint-based Intelligent Tutoring Systems
    Nilakant, Karthik
    Mitrovic, Antonija
    ARTIFICIAL INTELLIGENCE IN EDUCATION: SUPPORTING LEARNING THROUGH INTELLIGENT AND SOCIALLY INFORMED TECHNOLOGY, 2005, 125 : 896 - 898
  • [5] Intelligent tutoring systems as design
    Wu, AKW
    Lee, MC
    COMPUTERS IN HUMAN BEHAVIOR, 1998, 14 (02) : 209 - 220
  • [6] Building Ontology-Driven Tutoring Models for Intelligent Tutoring Systems Using Data Mining
    Chang, Maiga
    D'Aniello, Giuseppe
    Gaeta, Matteo
    Orciuoli, Francesco
    Sampson, Demetrios
    Simonelli, Carmine
    IEEE ACCESS, 2020, 8 (08): : 48151 - 48162
  • [7] Educational Data Mining: An Advance for Intelligent Systems in Education
    Baker, Ryan S.
    IEEE INTELLIGENT SYSTEMS, 2014, 29 (03) : 78 - 82
  • [8] Strategy for design of intelligent tutoring systems
    Niedzwecki, John M.
    Earles, Jessie A.
    Journal of Computing in Civil Engineering, 1991, 5 (02) : 211 - 229
  • [9] Improving the Behavior of Intelligent Tutoring Agents with Data Mining
    Nkambou, Roger
    Fournier-Viger, Philippe
    Nguifo, Engelbert Mephu
    IEEE INTELLIGENT SYSTEMS, 2009, 24 (03) : 46 - 53
  • [10] Evaluation of interaction design in Web-based intelligent tutoring systems
    Granic, Andrina
    Glavinic, Vlado
    ITI 2006: PROCEEDINGS OF THE 28TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY INTERFACES, 2006, : 265 - +