Adaptive Learning Interface Customization based on Learning Styles and Behaviors

被引：0
|
作者：
Cha, Hyun Jin [1 ]
Kim, Yong Se [1 ]
Park, Sun Hee [1 ]
Cho, Yun Jung [1 ]
Pashkin, Michael [1 ]
机构：
[1] Sungkyunkwan Univ, Creat Design & Intelligent Tutoring Syst CREDITS, Seoul, South Korea
来源：
TOWARDS SUSTAINABLE AND SCALABLE EDUCATIONAL INNOVATIONS INFORMED BY LEARNING SCIENCES | 2005年 / 133卷
关键词：
Adaptive user interface; Learner modeling; Learning styles;
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：
There exists an increasing demand for intelligent learning environments that are adaptive to learner's preferences and tasks. This paper presents a study of an intelligent learning environment where the learner's preferences are diagnosed using learner behavior patterns on user interfaces. In this research, a learning-style model by Felder & Silverman has been adopted as an appropriate basis for designing the behavior-based user interface customization.
引用
收藏
页码：617 / 620
页数：4
相关论文
共 50 条
  • [41] Identification of Learning Styles and Automatic Assignment of Projects in an Adaptive e-Learning Environment using Project based Learning
    Alfaro, Luis
    Apaza, Erick
    Luna-Urquizo, Jorge
    Rivera, Claudia
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2019, 10 (11) : 697 - 704
  • [42] Adaptive educational hypermedia proposal based on learning styles and quality evaluation
    Ferraro, MP
    Alvarez, HL
    Peñalvo, FG
    ADAPTIVE HYPERMEDIA AND ADAPTIVE WEB-BASED SYSTEMS, PROCEEDINGS, 2004, 3137 : 316 - 319
  • [43] Identification of learning styles and automatic assignment of projects in an adaptive e-learning environment using project based learning
    Alfaro L.
    Apaza E.
    Luna-Urquizo J.
    Rivera C.
    International Journal of Advanced Computer Science and Applications, 2019, 10 (11): : 697 - 704
  • [44] Pedagogical Strategy Model in Adaptive Learning System Focusing on Learning Styles
    Liu, Hongxia
    Zhao, Wei
    Liang, Ming
    ENTERTAINMENT FOR EDUCATION: DIGITAL TECHNIQUES AND SYSTEMS, 2010, 6249 : 156 - 164
  • [45] An Adaptive Questionnaire for Automatic Identification of Learning Styles
    Mwamikazi, Esperance
    Fournier-Viger, Philippe
    Moghrabi, Chadia
    Barhoumi, Adnen
    Baudouin, Robert
    MODERN ADVANCES IN APPLIED INTELLIGENCE, IEA/AIE 2014, PT I, 2014, 8481 : 399 - 409
  • [46] Learning styles adaptation language for adaptive hypermedia
    Stash, Natalia
    Cristea, Alexandra
    De Bra, Paul
    ADAPTIVE HYPERMEDIA AND ADAPTIVE WEB-BASED SYSTEMS, PROCEEDINGS, 2006, 4018 : 323 - 327
  • [47] Adaptive course player for individual learning styles
    Reinhardt, K
    Apelt, S
    Specht, M
    ADAPTIVE HYPERMEDIA AND ADAPTIVE WEB-BASED SYSTEMS, PROCEEDINGS, 2004, 3137 : 320 - 323
  • [48] Accommodating Learning Styles in an Adaptive Educational System
    Popescu, Elvira
    Badica, Costin
    Moraret, Lucian
    INFORMATICA-JOURNAL OF COMPUTING AND INFORMATICS, 2010, 34 (04): : 451 - 462
  • [49] Considering learning styles and context-awareness for mobile adaptive learning
    Tortorella R.A.W.
    Graf S.
    Education and Information Technologies, 2017, 22 (1) : 297 - 315
  • [50] Enhancement of Learning Management System by Integrating Learning Styles and Adaptive Courses
    Lim, Ean Heng
    Ahmad, Wan Fatimah Wan
    Hashim, Ahmad Sobri
    COMPUTATIONAL INTELLIGENCE IN INFORMATION SYSTEMS, CIIS 2016, 2017, 532 : 211 - 218
12345