Learning Styles Diagnosis Based on Learner Behaviors in Web Based Learning

被引:0
|
作者
Atman, Niluefer [1 ]
Inceoglu, Mustafa Murat [1 ,2 ]
Aslan, Burak Galip [3 ]
机构
[1] Ege Univ, Dept Comp & Instruct Technol, TR-35040 Izmir, Turkey
[2] Ege Univ, Dept Comp & Instruct Technol, TR-35040 Izmir, Turkey
[3] Izmir Inst Technol, Dept Comp Engn, Izmir, Turkey
关键词
Felder and Silverman's Index of Learning Styles; Web based Education; HYPERMEDIA;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Individuals have different backgrounds, motivation and preferences in their own learning processes. Web-based systems that ignore these differences have difficulty in meeting learners' needs effectively. One of these individual differences is the learning style. For providing adaptively incorporated learning styles, firstly learning styles of learners have to be identified. There are many different learning models in literature. This study is based on Felder and Silverman's Learning Styles Model and investigates only active/reflective and visual/verbal dimensions of this model. Instead of filling out a questionnaire, learner behaviors are analyzed with the help of literature-based approaches so that learning styles of learners can be detected.
引用
收藏
页码:900 / +
页数:3
相关论文
共 50 条
  • [21] The effects of progress bars on diverse learning styles in web-based learning
    Chou, Te-Lien
    Chen, Sufen
    15TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED LEARNING TECHNOLOGIES (ICALT 2015), 2015, : 493 - 494
  • [22] Learning effectiveness in a Web-based virtual learning environment: a learner control perspective
    Chou, SW
    Liu, CH
    JOURNAL OF COMPUTER ASSISTED LEARNING, 2005, 21 (01) : 65 - 76
  • [23] Learning Styles and Navigation Patterns in Web-Based Education
    Nakic, Jelena
    Marangunic, Nikola
    Granic, Andrina
    UNIVERSAL ACCESS IN HUMAN-COMPUTER INTERACTION: APPLICATIONS AND SERVICES, PT 4, 2011, 6768 : 587 - 596
  • [24] Adaptation to student learning styles in Web based educational systems
    Hong, H
    Kinshuk
    ED-MEDIA 2004: WORLD CONFERENCE ON EDUCATIONAL MULTIMEDIA, HYPERMEDIA & TELECOMMUNICATIONS, VOLS. 1-7, 2004, : 491 - 496
  • [25] Considering learning styles in adaptive web-based education
    Paredes, P
    Rodríguez, P
    6TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL II, PROCEEDINGS: CONCEPTS AND APPLICATIONS OF SYSTEMICS, CYBERNETICS AND INFORMATICS I, 2002, : 481 - 485
  • [26] Learning styles and learning strategies: Towards learner independence
    Jones, S
    FORUM FOR MODERN LANGUAGE STUDIES, 1998, 34 (02) : 114 - 129
  • [27] Profiling students' adaptation styles in Web-based learning
    Lee, MG
    COMPUTERS & EDUCATION, 2001, 36 (02) : 121 - 132
  • [28] An improved method of identifying learner's behaviors based on deep learning
    School of Computer, Guangdong University of Science and Technology, Dongguan
    523083, China
    不详
    510990, China
    J Supercomput, 2022, 10 (12861-12872):
  • [29] Estimation and Adaptation Method for Students' Learning Styles on Web-based Learning Environment
    Mbilinyi, Ashery
    Hasegawa, Shinobu
    Kashihara, Akihiro
    ELML 2017: THE NINTH INTERNATIONAL CONFERENCE ON MOBILE, HYBRID, AND ON-LINE LEARNING, 2017, : 1 - 4
  • [30] An improved method of identifying learner's behaviors based on deep learning
    Suping Liu
    Jibo Zhang
    Wenlong Su
    The Journal of Supercomputing, 2022, 78 : 12861 - 12872