Identifying Barriers to Big Data Analytics: Design-Reality Gap Analysis in Saudi Higher Education

被引:1
|
作者
AlMobark, Bandar Abdullah [1 ]
机构
[1] Imam Mohammad Bin Saud Islam Univ IMSIU, Coll Comp & Informat Sci, Riyadh, Saudi Arabia
关键词
Big Data; Big data analytics; Higher Education; Vision; 2030; design-reality gap; CHALLENGES; SYSTEMS; SUCCESS;
D O I
10.22937/IJCSNS.2021.21.9.34
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The spread of cloud computing, digital computing, and the popular social media platforms have led to increased growth of data. That growth of data results in what is known as big data (BD), which seen as one of the most strategic resources. The analysis of these BD has allowed generating value from massive raw data that helps in making effective decisions and providing quality of service. With Vision 2030, Saudi Arabia seeks to invest in BD technologies, but many challenges and barriers have led to delays in adopting BD. This research paper aims to search in the state of Big Data Analytics (BDA) in Saudi higher education sector, identify the barriers by reviewing the literature, and then to apply the design-reality gap model to assess these barriers that prevent effective use of big data and highlights priority areas for action to accelerate the application of BD to comply with Vision 2030.
引用
收藏
页码:261 / 266
页数:6
相关论文
共 50 条
  • [1] Big Data Analytics in Saudi Arabian Higher Education: Technological and Human Perspectives
    Aseeri, Maher
    Kang, Kyeong
    EDUCATION EXCELLENCE AND INNOVATION MANAGEMENT: A 2025 VISION TO SUSTAIN ECONOMIC DEVELOPMENT DURING GLOBAL CHALLENGES, 2020, : 9113 - 9118
  • [2] Technological and Human Factors for Supporting Big Data Analytics in Saudi Arabian Higher Education
    Aseeri, Maher
    Kang, Kyeong
    AMCIS 2020 PROCEEDINGS, 2020,
  • [3] Foundations of Big Data and Analytics in Higher Education
    Daniel, Ben
    Butson, Russell
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON ANALYTICS DRIVEN SOLUTIONS (ICAS 2014), 2014, : 39 - 47
  • [4] A Proposed Framework for Big Data Analytics in Higher Education
    Mago, Beenu
    Khan, Nasreen
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2021, 12 (07) : 685 - 691
  • [5] Application of Big Data in Higher Education for Learning Analytics
    Pei, Zhi-jun
    Han, Lei
    Gu, Jin-qing
    PROCEEDINGS OF THE 2017 3RD CONFERENCE ON EDUCATION AND TEACHING IN COLLEGES AND UNIVERSITIES (CETCU 2017), 2017, 93 : 100 - 104
  • [6] Big Data Analytics for Higher Education in The Cloud Era
    Al Hadwer, Ali
    Gillis, Dan
    Rezania, Davar
    2019 4TH IEEE INTERNATIONAL CONFERENCE ON BIG DATA ANALYTICS (ICBDA 2019), 2019, : 203 - 207
  • [7] Big Data and analytics in higher education: Opportunities and challenges
    Daniel, Ben
    BRITISH JOURNAL OF EDUCATIONAL TECHNOLOGY, 2015, 46 (05) : 904 - 920
  • [8] A BIG DATA ARCHITECTURE FOR LEARNING ANALYTICS IN HIGHER EDUCATION
    Matsebula, Fezile
    Mnkandla, Ernest
    2017 IEEE AFRICON, 2017, : 951 - 956
  • [9] Implementation of Big Data Analytics Tool in a Higher Education Institution
    Franco, Tiago
    Alves, P.
    Pedrosa, T.
    Pereira, M. J. Varanda
    Canao, J.
    TRENDS AND APPLICATIONS IN INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 1, 2021, 1365 : 207 - 216
  • [10] Big Data on Campus. Data Analytics and Decision Making in Higher Education
    Cornelisz, Ilja
    HIGHER EDUCATION QUARTERLY, 2022, 76 (04) : 893 - 897