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The Analysis of Association between Learning Styles and a Model of IoT-based Education : Chi-Square Test for Association

첫 페이지 보기
  • 발행기관
    한국정보기술응용학회 바로가기
  • 간행물
    JITAM 바로가기
  • 통권
    Vol.27 No.3 (2020.06)바로가기
  • 페이지
    pp.19-36
  • 저자
    Dulan Sayassatov, Namjae Cho
  • 언어
    영어(ENG)
  • URL
    https://www.earticle.net/Article/A379598

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원문정보

초록

영어
The Internet of things (IoT) is a system of interrelated computed devices, digital machines and any physical objects which are provided with unique identifiers and the potential to transmit data to people or machine (M2M) without requiring human interaction. IoT devices can be used to monitor and control the electrical and electronic systems used in different fields like smart home, smart city, smart healthcare and etc. In this study we introduce four imaginary IoT devices as a learning support assistants according to students’ dominant learning styles measured by Honey and Mumford Learning Styles: Activists, Reflectors, Theorists and Pragmatists. This research emphasizes the association between students’ strong learning styles and a preference to appropriate IoT devices with specific characteristics. Moreover, different levels of IoT devices’ architecture are clearly explained in this study where all the artificial devices are designed based on this structure. Data analysis of experiment were measured by the use of chi square test for association and research results showed the statistical significance of the estimated model and the impacts of each category over the model where we finally got accurate estimates for our research variables. This study revealed the importance of considering the students’ dominant learning styles before inventing a new IoT device.

목차

Abstract
1. Introduction
2. Background
2.1 Internet of Things
2.2 The Levels of IoT Architecture
2.3 Learning Styles
3. Data Analysis and Research Methodology
3.1 Hypotheses
3.2 Data Setup
3.3 Data Analysis Method
4. Study Results
4.1 Strength of Association
5. Summary, Conclusions, Limitations and Future Implications
References

저자

  • Dulan Sayassatov [ School of Business, Hanyang University ]
  • Namjae Cho [ Professor, School of Business, Hanyang University ] Corresponding Author

참고문헌

자료제공 : 네이버학술정보

간행물 정보

발행기관

  • 발행기관명
    한국정보기술응용학회 [The Korea Society of Information Technology Applications]
  • 설립연도
    1999
  • 분야
    사회과학>경영학
  • 소개
    본 학회는 정보기술 관련 분야의 연구 및 교류를 촉진하여 국가 및 기업정보화 발전에 공헌함을 그 목적으로 한다.

간행물

  • 간행물명
    JITAM [Journal of Information Technology Applications and Management]
  • 간기
    격월간
  • pISSN
    1598-6284
  • eISSN
    2508-1209
  • 수록기간
    1999~2026
  • 십진분류
    KDC 005 DDC 005

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