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
下载
收藏
页码：617 / 620
页数：4
相关论文
共 50 条
  • [1] Adaptive customization of user interface design based on learning styles and behaviors: A case study of a heritage alive learning system
    Kim, Yong Se
    Kim, Sungah
    Cho, Yun Jung
    Park, Sun Hee
    Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference 2005, Vol 3, Pts A and B, 2005, : 555 - 559
  • [2] Learning styles diagnosis based on user interface behaviors for the customization of learning interfaces in an intelligent tutoring system
    Cha, Hyun Jin
    Kim, Yong Se
    Park, Seon Hee
    Yoon, Tae Bok
    Jung, Young Mo
    Lee, Jee-Hyong
    INTELLIGENT TUTORING SYSTEMS, PROCEEDINGS, 2006, 4053 : 513 - 524
  • [3] Improvement of learning styles diagnosis based on Outliers reduction of user interface Behaviors
    Yoon, Tae Bok
    Choi, Mi Ae
    Wang, Eric
    Lee, Jee Hyong
    Kim, Yong Se
    ISM WORKSHOPS 2007: NINTH IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA - WORKSHOPS, PROCEEDINGS, 2007, : 497 - +
  • [4] Learning Styles Diagnosis Based on Learner Behaviors in Web Based Learning
    Atman, Niluefer
    Inceoglu, Mustafa Murat
    Aslan, Burak Galip
    COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2009, PT II, 2009, 5593 : 900 - +
  • [5] Design for Adaptive User Interface for Modeling Students' Learning Styles
    Mbilinyi, Ashery
    Hasegawa, Shinobu
    Kashihara, Akihiro
    Human Interface and the Management of Information: Applications and Services, Pt II, 2016, 9735 : 168 - 177
  • [6] Effectiveness of an Adaptive Learning Chatbot on Students’ Learning Outcomes Based on Learning Styles
    Kaiss W.
    Mansouri K.
    Poirier F.
    International Journal of Emerging Technologies in Learning, 2023, 18 (13) : 250 - 261
  • [7] Development of an Adaptive Learning System with Multiple Perspectives based on Students' Learning Styles and Cognitive Styles
    Yang, Tzu-Chi
    Hwang, Gwo-Jen
    Yang, Stephen Jen-Hwa
    EDUCATIONAL TECHNOLOGY & SOCIETY, 2013, 16 (04): : 185 - 200
  • [8] Adaptive gamification in e-learning based on students' learning styles
    Hassan, Muhammad Awais
    Habiba, Ume
    Majeed, Fiaz
    Shoaib, Muhammad
    INTERACTIVE LEARNING ENVIRONMENTS, 2021, 29 (04) : 545 - 565
  • [9] ADAPTIVE TECHNOLOGIES BASED ON LEARNING STYLES FOR DISTANCE EDUCATION
    Viriyavejakul, Chantana
    14TH INTERNATIONAL TECHNOLOGY, EDUCATION AND DEVELOPMENT CONFERENCE (INTED2020), 2020, : 4703 - 4707
  • [10] The relationship of Kolb learning styles, online learning behaviors and learning outcomes
    Lu, Hong
    Jia, Lei
    Gong, Shu-Hong
    Clark, Bruce
    EDUCATIONAL TECHNOLOGY & SOCIETY, 2007, 10 (04): : 187 - 196
12345