• DocumentCode
    2282081
  • Title

    Architecture design of IT education platform based on web mining

  • Author

    Liu Shengjian ; Wu Xiaoning

  • Author_Institution
    Lab. of Informatization Res., Xi´an Mil. Acad., Xi´an, China
  • Volume
    4
  • fYear
    2011
  • fDate
    10-12 June 2011
  • Firstpage
    61
  • Lastpage
    65
  • Abstract
    With the rapid development of information technology (IT), IT education has also become a life-long education. The web-based network education has been emerging as one of the most promising IT education models. After analyzing the present problems of existing web-based IT education platform (ITEP), this paper briefly discusses the major characteristics of web mining technology, gives the architecture designs of ITEP based on web usage mining(WUM). This architecture could not only meet the need of IT personalized education through providing personalized learning function and resources, but also provides some solutions and means of improvement of ITEP. The experimental result indicates that this architecture design is feasible. The success of the educational web mining work needs future work in order to design a intelligent educational platform.
  • Keywords
    Internet; computer aided instruction; computer science education; continuing professional development; data mining; IT education platform; IT personalized education; Web mining; Web usage mining; Web-based network education; information technology; life-long education; personalized learning function; personalized learning resource; Algorithm design and analysis; Databases; Education; Knowledge engineering; Servers; Web mining; Education platform; Personalized learning; Web mining; Web usage mining;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Automation Engineering (CSAE), 2011 IEEE International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-8727-1
  • Type

    conf

  • DOI
    10.1109/CSAE.2011.5952804
  • Filename
    5952804