• DocumentCode
    3765394
  • Title

    Typical Applications of Big Data in Education

  • Author

    Xinguo Yu;Shuang Wu

  • Author_Institution
    Nat. Eng. Res. Center for E-learning, Central China Normal Univ., Wuhan, China
  • fYear
    2015
  • Firstpage
    103
  • Lastpage
    106
  • Abstract
    The availability of big data sets on the different learning modes has stimulated the applications of big data technology in education. This article is to introduce relevant application examples of education data mining to show how big data in education help to solve education issues. Firstly it lists the groups of target users and participants involved in education data mining, and the objectives to use data information of each group. It then goes on to illustrate the groups and their objectives further by given examples and finally conclude how big data help to solve education issues through reaching the objective of each group. The examples show that for students big data can generate personalized activities and offer academic advising, for teachers big data can reveal students´ characteristics and predict future performance and offer assistance, for educational organizations big data can make scientific decisions.
  • Keywords
    "Data mining","Big data","Organizations","Predictive models","Electronic learning","Biological system modeling"
  • Publisher
    ieee
  • Conference_Titel
    Educational Innovation through Technology (EITT), 2015 International Conference of
  • Print_ISBN
    978-1-4673-8037-9
  • Type

    conf

  • DOI
    10.1109/EITT.2015.29
  • Filename
    7446158