In-Depth Analysis of the Felder-Silverman Learning Style Dimensions

被引:123
|
作者
Graf, Sabine [1 ,2 ]
Viola, Silvia Rita [3 ,4 ]
Leo, Tommaso [3 ]
Kinshuk [2 ,5 ,6 ]
机构
[1] Vienna Univ Technol, Womens Postgrad Coll Internet Technol, Favoritenstr 9-11,E1881-4, Vienna, Austria
[2] Massey Univ, Adv Learning Technol Res Ctr, Wellington, New Zealand
[3] Univ Politecn Marche, Ancona, Italy
[4] Univ Foreigners Italy, Course Titled Knowledge Engn, Perugia, Italy
[5] Athabasca Univ, Sch Comp & Informat Systems, Athabasca, AB, Canada
[6] Massey Univ, Informat Syst, Wellington, New Zealand
关键词
Felder-Silverman model; data mining; student modellin;
D O I
10.1080/15391523.2007.10782498
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
Learning styles are increasingly being incorporated into technology-enhanced learning. Appropriately, a great deal of recent research work is occurring in this area. As more information and details about learning styles becomes available, learning styles can be better accommodated and integrated into all aspects of educational technology. The aim of this paper is to analyse data about learning styles with respect to the Felder-Silverman learning style model (FSLSM) in order to provide a more detailed description of learning style dimensions. The analyses show the most representative characteristics of each learning style dimension as well as how representative these characteristics are.,4s a result, we provide additional information about the learning style dimensions of FSLSM. This information is especially important when learning styles are incorporated in technology-enhanced learning.
引用
收藏
页码:79 / 93
页数:15
相关论文
共 50 条
  • [1] Hybrid Teaching Model to Persuade Different Dimensions of Felder-Silverman Learning Style Model
    Hareesh, B.
    PrathviRaj, N.
    Gururaja, S.
    [J]. CYBER-PHYSICAL SYSTEMS AND DIGITAL TWINS, 2020, 80 : 515 - 531
  • [2] On Recommendation of Learning Objects Using Felder-Silverman Learning Style Model
    Nafea, Shaimaa M.
    Siewe, Francois
    He, Ying
    [J]. IEEE ACCESS, 2019, 7 : 163034 - 163048
  • [3] Felder-Silverman learning styles and learning with business games
    Pereira Dias, George Paulus
    Aidar Sauaia, Antonio Carlos
    Yoshida Yoshizaki, Hugo Tsugunobu
    [J]. RAE-REVISTA DE ADMINISTRACAO DE EMPRESAS, 2013, 53 (05): : 469 - 484
  • [4] Homogeneous Grouping of e-Learners based on Felder-Silverman Model of their Learning Style
    Amiri, Mohammadreza
    Mantazar, Gholamali
    [J]. 2023 10TH INTERNATIONAL AND THE 16TH NATIONAL CONFERENCE ON E-LEARNING AND E-TEACHING, ICELET, 2023,
  • [5] Adaptive e-Learning System for Slow Learners Based on Felder-Silverman Learning Style Model
    Joseph, Lumy
    Abraham, Sajimon
    [J]. ADVANCED INFORMATICS FOR COMPUTING RESEARCH, PT I, 2019, 1075 : 123 - 135
  • [6] Identification of Felder-Silverman Learning Styles with a Supervised Neural Network
    Zatarain-Cabada, Ramon
    Barron-Estrada, M. L.
    Ponce Angulo, Viridiana
    Jose Garcia, Adan
    Reyes Garcia, Carlos A.
    [J]. ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS: WITH ASPECTS OF ARTIFICIAL INTELLIGENCE, 2010, 6216 : 479 - +
  • [7] Exploring the Effectiveness of Learning Path Recommendation based on Felder-Silverman Learning Style Model: A Learning Analytics Intervention Approach
    Joseph, Lumy
    Abraham, Sajimon
    Mani, Biju P.
    Rajesh, N.
    [J]. JOURNAL OF EDUCATIONAL COMPUTING RESEARCH, 2022, 60 (06) : 1464 - 1489
  • [8] Assessing the Role of AR-Based Content in Improving Learning Performance Considering Felder-Silverman Learning Style
    Mahmoudi, Maryam Tayefeh
    Badie, Kambiz
    Valipour, Mojtaba
    [J]. PROCEEDINGS OF 2015 INTERNATIONAL CONFERENCE ON INTERACTIVE COLLABORATIVE LEARNING (ICL), 2015, : 838 - 843
  • [9] Evaluating the Impact of an Arabic Version of an Adaptive Learning System Based on the Felder-Silverman's Learning Style Instrument
    Aljojo, Nahla
    Adams, Carl
    Saifuddin, Huda
    Alsehaimi, Zainab
    [J]. PROCEEDINGS OF THE 10TH EUROPEAN CONFERENCE ON E-LEARNING, VOLS 1 AND 2, 2011, : 897 - 908
  • [10] Analysis of Felder-Silverman index of learning styles by a data-driven statistical approach
    Viola, Silvia Rita
    Graf, Sabine
    Kinshuk
    Leo, Tommaso
    [J]. ISM 2006: EIGHTH IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA, PROCEEDINGS, 2006, : 959 - 964