STUDENT MODELING IN INTELLIGENT TUTORING SYSTEMS

被引:17
|
作者
ELSOMCOOK, M
机构
关键词
ADAPTIVE SYSTEMS; STUDENT MODELS; INTELLIGENT TUTORING SYSTEMS; KNOWLEDGE REPRESENTATION; LEARNER BASED MODELING;
D O I
10.1007/BF00849556
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Student modelling is a special type of user modelling which is relevant to the adaptability of intelligent tutoring systems. This paper reviews the basic techniques which have been used in student modelling and discusses issues and approaches of current interest. The role of a student model in a tutoring system and methods for representing information about students are discussed. The paper concludes with an overview of some unresolved issues and problems in student modelling.
引用
收藏
页码:227 / 240
页数:14
相关论文
共 50 条
  • [1] Enhancing Student Modeling for Collaborative Intelligent Tutoring Systems
    Olsen, Jennifer K.
    Aleven, Vincent
    Rummel, Nikol
    [J]. INTELLIGENT TUTORING SYSTEMS, ITS 2016, 2016, 9684 : 485 - 487
  • [2] Transferable Student Performance Modeling for Intelligent Tutoring Systems
    Schmucker, Robin
    Mitchell, Tom M.
    [J]. 30TH INTERNATIONAL CONFERENCE ON COMPUTERS IN EDUCATION, ICCE 2022, VOL 1, 2022, : 13 - 23
  • [3] Bayesian Based Student Knowledge Modeling In Intelligent Tutoring Systems
    Khodeir, Nabila
    Wanas, Nayer
    Hegazy, Nadia
    Darwish, Nevin
    [J]. 2012 6TH IEEE INTERNATIONAL CONFERENCE ON E-LEARNING IN INDUSTRIAL ELECTRONICS (ICELIE), 2012, : 12 - 17
  • [4] Statistical Relational Learning in Student Modeling for Intelligent Tutoring Systems
    Murray, William R.
    [J]. ARTIFICIAL INTELLIGENCE IN EDUCATION, 2011, 6738 : 516 - 518
  • [5] A Bayes Net Toolkit for student modeling in intelligent tutoring systems
    Chang, Kai-Min
    Beck, Joseph
    Mostow, Jack
    Corbett, Albert
    [J]. INTELLIGENT TUTORING SYSTEMS, PROCEEDINGS, 2006, 4053 : 104 - 113
  • [6] A qualitative comparison of techniques for student modeling in intelligent tutoring systems
    Gonzalez, Carolina
    Burguillo, Juan C.
    Llamas, Martin
    [J]. 36TH ANNUAL FRONTIERS IN EDUCATION, CONFERENCE PROGRAM, VOLS 1-4: BORDERS: INTERNATIONAL, SOCIAL AND CULTURAL, 2006, : 855 - 860
  • [7] Modeling the student in intelligent tutoring systems: The promise of a new psychometrics
    Everson, HT
    [J]. INSTRUCTIONAL SCIENCE, 1995, 23 (5-6) : 433 - 452
  • [8] Modeling of tutoring processes in Intelligent Tutoring Systems
    Martens, A
    Uhrmacher, AM
    [J]. KI 2004: ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2004, 3238 : 396 - 409
  • [9] Conceptual clustering: a new approach to student modeling in Intelligent Tutoring Systems
    Reyes-Gonzalez, Yunia
    Martinez-Sanchez, Natalia
    Diaz-Sardinas, Adolfo
    de la Caridad Patterson-Pena, Marisol
    [J]. REVISTA FACULTAD DE INGENIERIA-UNIVERSIDAD DE ANTIOQUIA, 2018, (87): : 70 - 76
  • [10] Bayesian Networks in Intelligent Tutoring Systems as an Assessment of Student Performance using Student Modeling
    Alday, Roselie B.
    [J]. PROCEEDINGS OF THE 2018 2ND INTERNATIONAL CONFERENCE ON ALGORITHMS, COMPUTING AND SYSTEMS (ICACS 2018), 2018, : 119 - 122