• DocumentCode
    2167068
  • Title

    Applied Bayesian network to construct the adaptive personalized e-learning platform

  • Author

    Ching-Bang Yao

  • Author_Institution
    Dept. of Comput. Sci. & Inf. Eng., Nat. Taiwan Univ. of Sci. & Technol., Taipei, Taiwan
  • Volume
    5
  • fYear
    2010
  • fDate
    26-28 Feb. 2010
  • Firstpage
    857
  • Lastpage
    861
  • Abstract
    Library is always a good place when person need to survey abundant information. But how can it organize the plenty of textbooks, videos and all others kinds of documents to provide each reader to effectively find what they want. With the rapid development in ubiquitous computing and e-learning technology, people can easy to get all kinds of digital interactive contents by various mobile devices at any times no mater at any places. We combine the RFID technology and Mobile Agents to construct an M-Learning system of library. First, we combine our e-learning system and on-line testing platform to library management system. By the learning and testing records of students we can analysis individual preferences and current learning state of each student who came into our library. Then using the RFID to track the reader´s visiting path in library and the books which are referenced by the reader, we can offer a suitable navigation suggestion to each reader to help them find effectively all similar relevant books or information which they want. Finally, through different functions of AP servers which record the latest dynamic reader´s querying media of books and reading behaviors, our mobile agents can periodically collect these data to provide the recommending AP server with the intelligent guidance and the adaptive learning library environment.
  • Keywords
    belief networks; computer aided instruction; libraries; mobile agents; mobile computing; radiofrequency identification; Bayesian network; M-learning system; RFID technology; adaptive personalized e-learning; library; mobile agents; ubiquitous computing; Bayesian methods; Books; Electronic learning; Mobile agents; Mobile computing; Radiofrequency identification; Software libraries; System testing; Ubiquitous computing; Videos; Bayesian Network; E-learning; Enviromental Aware; Learning Map; Mobile Agent; Recommending Mechanisim;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Automation Engineering (ICCAE), 2010 The 2nd International Conference on
  • Conference_Location
    Singapore
  • Print_ISBN
    978-1-4244-5585-0
  • Electronic_ISBN
    978-1-4244-5586-7
  • Type

    conf

  • DOI
    10.1109/ICCAE.2010.5451891
  • Filename
    5451891