Towards Adaptive Worked-Out Examples in an Intelligent Tutoring System

被引:0
|
作者
Green, Nicholas [1 ]
Di Eugenio, Barbara [1 ]
Fossati, Davide [2 ]
机构
[1] Univ Illinois, Chicago, IL 60607 USA
[2] Emory Univ, Atlanta, GA 30322 USA
关键词
Worked out examples; Intelligent tutoring; Computer Science education;
D O I
10.1007/978-3-030-23207-8_18
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Worked-out examples (WOEs) have been shown to be effective for learning, but they need to be adapted to student characteristics. We experimented with three versions of our Intelligent Tutoring System for Computer Science, one that does not include WOEs, and two that differ as concerns WOE length and content. We found that shorter WOEs are more effective for advanced students, whereas novice students learned the same, no matter the presence or length of the WOE.
引用
收藏
页码:94 / 99
页数:6
相关论文
共 50 条
  • [1] Behavior and Learning of Students Using Worked-Out Examples in a Tutoring System
    Green, Nick
    Di Eugenio, Barbara
    Harsley, Rachel
    Fossati, Davide
    AlZoubi, Omar
    INTELLIGENT TUTORING SYSTEMS, ITS 2016, 2016, 9684 : 389 - 395
  • [2] The Effectiveness of Intelligent Tutoring on Training in a Video Game An Experiment in Student Modeling with Worked-Out Examples for Serious Games
    Whitaker, Elizabeth
    Trewhitt, Ethan
    Holtsinger, Matthew
    Hale, Christopher
    Veinott, Elizabeth
    Argenta, Chris
    Catrambone, Richard
    2013 IEEE INTERNATIONAL GAMES INNOVATION CONFERENCE (IGIC), 2013, : 267 - 274
  • [3] LEARNING TO PROVE WITH HEURISTIC WORKED-OUT EXAMPLES
    Heinze, Aiso
    Reiss, Kristina
    Gross, Christian
    PME 30: PROCEEDINGS OF THE 30TH CONFERENCE OF THE INTERNATIONAL GROUP FOR THE PSYCHOLOGY OF MATHEMATICS EDUCATION, VOL 3, 2006, : 273 - 280
  • [4] Resource-adaptive selection of strategies in learning from worked-out examples
    Gerjets, P
    Scheiter, K
    Tack, WH
    PROCEEDINGS OF THE TWENTY-SECOND ANNUAL CONFERENCE OF THE COGNITIVE SCIENCE SOCIETY, 2000, : 166 - 171
  • [5] Worked-out examples of the adequacy of Bayesian optional stopping
    Tendeiro, Jorge N.
    Kiers, Henk A. L.
    van Ravenzwaaij, Don
    PSYCHONOMIC BULLETIN & REVIEW, 2022, 29 (01) : 70 - 87
  • [6] Worked-out examples of the adequacy of Bayesian optional stopping
    Jorge N. Tendeiro
    Henk A. L. Kiers
    Don van Ravenzwaaij
    Psychonomic Bulletin & Review, 2022, 29 : 70 - 87
  • [7] Visualizing the Execution of Programming Worked-out Examples with Portugol
    Moura, Isabel C.
    WORLD CONGRESS ON ENGINEERING - WCE 2013, VOL I, 2013, : 404 - 408
  • [8] Collaborative Dialog While Studying Worked-out Examples
    Hausmann, Robert G. M.
    Nokes, Timothy J.
    Vanlehn, Kurt
    Van De Sande, Brett
    ARTIFICIAL INTELLIGENCE IN EDUCATION: BUILDING LEARNING SYSTEMS THAT CARE: FROM KNOWLEDGE REPRESENTATION TO AFFECTIVE MODELLING, 2009, 200 : 596 - +
  • [9] Adaptive Instruction to Learner Expertise with Bimodal Process-oriented Worked-out Examples
    Si, Jihyun
    Kim, Dongsik
    Na, Chungsoo
    EDUCATIONAL TECHNOLOGY & SOCIETY, 2014, 17 (01): : 259 - 271
  • [10] Cognitive load during learning from worked-out examples
    Renkl, A
    Gruber, H
    Weber, S
    Lerche, T
    Schweizer, K
    ZEITSCHRIFT FUR PADAGOGISCHE PSYCHOLOGIE, 2003, 17 (02): : 93 - 101