Students' Satisfaction in Online Distance Learning using Fuzzy Logic and Inference System

被引:0
|
作者
Najib, Liana [1 ]
Ahmad, Afida [1 ]
机构
[1] Univ Teknol MARA UiTM, Fac Comp & Math Sci, Merbok 08400, Kedah, Malaysia
关键词
fuzzy logic; fuzzy inference system; online distance learning;
D O I
10.1109/ICRAIE52900.2021.9703993
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Education system can measure the performance of students by their academic assessment which regards them as passed or failed. However, their satisfaction level during the learning process is also one of the important element to measure the students' psychology and their struggle in learning outcomes. Furthermore, the pandemic outbreak has changed the conventional face-to-face learning environment to online distance learning as whole. In this study, fuzzy logic and inference system is used to present an evaluation for students' satisfaction in online distance learning. The main advantage of this method is its capability to express the students throughout based on simple linguistic statements collected from themselves. Six indicators towards satisfaction are determined and it is suggested that 90.27% of students were satisfied and very satisfied with online distance learning.
引用
收藏
页数:5
相关论文
共 50 条
  • [41] Intelligent testing using fuzzy logic - Applying fuzzy logic to examination of students
    Shah, Syed Fahad Allam
    INNOVATIONS IN E-LEARNING, INSTRUCTION TECHNOLOGY, ASSESSMENT, AND ENGINEERING EDUCATION, 2007, : 95 - 98
  • [42] Performance Evaluation of the Distance Education System with Fuzzy Logic
    Armagan, Hamit
    Yigit, Tuncay
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON NUMERICAL ANALYSIS AND APPLIED MATHEMATICS 2016 (ICNAAM-2016), 2017, 1863
  • [43] Going the Distance: Online Course Performance and Motivation of Distance Learning Students
    Hobson, Tiffaney D.
    Puruhito, Krista K.
    ONLINE LEARNING, 2018, 22 (04): : 129 - 140
  • [44] Malaysian nursing students' satisfaction with structured online learning
    Romli, Muhammad Hibatullah
    Wan Yunus, Farahiyah
    Foong, Chan Choong
    Soh, Kim Lam
    INNOVATIONS IN EDUCATION AND TEACHING INTERNATIONAL, 2024, 61 (03) : 487 - 502
  • [45] Online Learning Readiness and Satisfaction Among Undergraduate Students
    Hasim, Nurulhaida
    Yusof, Junaidah
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES AND INTELLIGENT SYSTEMS, ICETIS 2022, VOL 2, 2023, 573 : 469 - 480
  • [46] System quality, information quality, satisfaction and acceptance of online learning platform among college students in the context of online learning and blended learning
    Li, Xiaoxia
    Zhu, Wanxia
    FRONTIERS IN PSYCHOLOGY, 2022, 13
  • [47] Antecedents and consequences of college students' satisfaction with online learning
    Um, Nam-Hyun
    Jang, Ahnlee
    SOCIAL BEHAVIOR AND PERSONALITY, 2021, 49 (08):
  • [48] An Investigation on Students Participation and Satisfaction Towards Online Learning
    Zamakhsari, Zarirah
    Ridzuan, Arifi
    2015 IEEE CONFERENCE ON E-LEARNING, E-MANAGEMENT AND E-SERVICES (IC3E), 2015, : 143 - 147
  • [49] Fuzzy logic: A technique for assessing students' learning performance
    Eduardo, Josephine T.
    Rosas, Maryli F.
    Barrameda, Rolando B.
    Mayuga, Emelyn D.
    Test Engineering and Management, 2019, 81 (11-12): : 5213 - 5217
  • [50] A new online hybrid learning algorithm of adaptive neural fuzzy inference system for fault prediction
    Du, Zhanlong
    Li, Xiaomin
    Mao, Qiong
    INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2015, 23 (01) : 68 - 76