Application of Big Data in Higher Education for Learning Analytics

被引:0
|
作者
Pei, Zhi-jun [1 ]
Han, Lei [1 ]
Gu, Jin-qing [1 ]
机构
[1] Tianjin Univ Technol & Educ, Sch Elect Engn, Tianjin, Peoples R China
关键词
big data; higher education; learning analytics; teaching; learning process;
D O I
暂无
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
Institutions of higher education are facing contemporary challenges. And big data can be used for the higher education practice. Apart from the introduction of the relevance of big data to higher education, analytical approaches such as learning analytics is provided for the analysis and exploitation of big data in higher education. It is helpful for big data to provide insights to support student learning needs. And the potential of learning analytics for quality improvement in learning process is also discussed in detail.
引用
收藏
页码:100 / 104
页数:5
相关论文
共 50 条
  • [21] THE APPLICATION OF LEARNING ANALYTICS TO SUPPORT THE STUDENTS IN HIGHER EDUCATION
    Prasad, K. D., V
    Vaidya, Rajesh
    SYNESIS, 2023, 15 (01): : 183 - 194
  • [22] ADOPTION OF DATA ANALYTICS IN HIGHER EDUCATION LEARNING AND TEACHING
    Kir, Seyda
    Artsin, Murat
    TURKISH ONLINE JOURNAL OF DISTANCE EDUCATION, 2021, 22 (04): : 314 - 317
  • [23] Big Data on Campus. Data Analytics and Decision Making in Higher Education
    Cornelisz, Ilja
    HIGHER EDUCATION QUARTERLY, 2022, 76 (04) : 893 - 897
  • [24] Information Systems Innovation Adoption in Higher Education: Big Data and Analytics
    Matsebula, Fezile
    Mnkandla, Ernest
    2016 THIRD INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATION AND ENGINEERING (ICACCE 2016), 2016, : 326 - 329
  • [25] Applying Big Data Analytics in Higher Education: A Systematic Mapping Study
    Alkhalil, Adel
    Abdallah, Magdy Abd Elrahman
    Alogali, Azizah
    Aljaloud, Abdulaziz
    INTERNATIONAL JOURNAL OF INFORMATION AND COMMUNICATION TECHNOLOGY EDUCATION, 2021, 17 (03) : 29 - 51
  • [26] Development Of English Education Using Big Data And Learning Analytics
    Wu, Haijun
    JOURNAL OF ELECTRICAL SYSTEMS, 2024, 20 (06) : 1656 - 1668
  • [27] CERTAIN INVESTIGATIONS ON BIG DATA APPROACHES IN EDUCATION AND LEARNING ANALYTICS
    Velmurugan
    Raja, Kannaiya
    Raja, Saravanan Marimuthu
    IIOAB JOURNAL, 2016, 7 (09) : 457 - 462
  • [28] Big Education: Opportunities for Big Data Analytics
    Cen, Ling
    Ruta, Dymitr
    Ng, Jason
    2015 IEEE INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING (DSP), 2015, : 502 - 506
  • [29] Big Data Analytics to Measure the Performance of Higher Education Students with Online Classes
    Campos, Francisco
    Guarda, Teresa
    Santos, Manuel Filipe
    Portela, Filipe
    ADVANCED RESEARCH IN TECHNOLOGIES, INFORMATION, INNOVATION AND SUSTAINABILITY, ARTIIS 2022, PT I, 2022, 1675 : 303 - 315
  • [30] Decision support model to adopt big data analytics in higher education systems
    Alkhalil, Adel
    INTERNATIONAL JOURNAL OF ADVANCED AND APPLIED SCIENCES, 2021, 8 (06): : 67 - 78