Modeling of tutoring processes in Intelligent Tutoring Systems

被引:0
|
作者
Martens, A [1 ]
Uhrmacher, AM [1 ]
机构
[1] Univ Rostock, Dept Comp Sci & Elect Engn, D-18051 Rostock, Germany
关键词
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
In this paper, a formal tutoring process model for case-based Intelligent Tutoring Systems is described. Case-based training necessitates flexibility and adaptability in an Intelligent Tutoring System. Training cases can be developed in different levels of guidance, reflecting the intensity of support given to the learner. The tutoring process model is described as an abstract tutoring process model. Based on the abstract tutoring process model, the basic tutoring process model and the adaptive tutoring process model are realized. The basic tutoring process model contains no learner model and thus is not able to adapt to the learner. It can be used for the design and the steering of simple training cases. The adaptive tutoring process model contains a learner model and adaptation possibilities. Adaptation takes place as adaptation to the learner and adaptation to the training case's development.
引用
收藏
页码:396 / 409
页数:14
相关论文
共 50 条
  • [1] STUDENT MODELING IN INTELLIGENT TUTORING SYSTEMS
    ELSOMCOOK, M
    ARTIFICIAL INTELLIGENCE REVIEW, 1993, 7 (3-4) : 227 - 240
  • [2] The Relative Effectiveness of Human Tutoring, Intelligent Tutoring Systems, and Other Tutoring Systems
    VanLehn, Kurt
    EDUCATIONAL PSYCHOLOGIST, 2011, 46 (04) : 197 - 221
  • [3] Tutoring and Expert Modules of Intelligent Tutoring Systems
    Ramesh, Vyshnavi Malathi
    Rao, N. J.
    2012 IEEE FOURTH INTERNATIONAL CONFERENCE ON TECHNOLOGY FOR EDUCATION (T4E), 2012, : 251 - 252
  • [4] Modeling affective responses in Intelligent Tutoring Systems
    Pérez, YH
    Gamboa, RM
    Ibarra, OM
    IEEE INTERNATIONAL CONFERENCE ON ADVANCED LEARNING TECHNOLOGIES, PROCEEDINGS, 2004, : 747 - 749
  • [5] Intelligent Tutoring Systems
    Nkambou, Roger
    EDUCATIONAL TECHNOLOGY & SOCIETY, 2010, 13 (01): : 1 - 2
  • [6] INTELLIGENT TUTORING SYSTEMS
    ANDERSON, JR
    BOYLE, CF
    REISER, BJ
    SCIENCE, 1985, 228 (4698) : 456 - 462
  • [7] A formal tutoring process model for intelligent tutoring systems
    Martens, A
    Uhrmacher, AM
    ECAI 2004: 16TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2004, 110 : 124 - 128
  • [8] COGNITIVE MODELING AND INTELLIGENT TUTORING
    ANDERSON, JR
    BOYLE, CF
    CORBETT, AT
    LEWIS, MW
    ARTIFICIAL INTELLIGENCE, 1990, 42 (01) : 7 - 49
  • [9] Transferable Student Performance Modeling for Intelligent Tutoring Systems
    Schmucker, Robin
    Mitchell, Tom M.
    30TH INTERNATIONAL CONFERENCE ON COMPUTERS IN EDUCATION, ICCE 2022, VOL 1, 2022, : 13 - 23
  • [10] Enhancing Student Modeling for Collaborative Intelligent Tutoring Systems
    Olsen, Jennifer K.
    Aleven, Vincent
    Rummel, Nikol
    INTELLIGENT TUTORING SYSTEMS, ITS 2016, 2016, 9684 : 485 - 487