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A Personalization Recommendation Framework of IT Certification e-Learning System

  • Heng-Li Yang
  • Chen-Shu Wang
  • Mu-Yen Chen
Part of the Lecture Notes in Computer Science book series (LNCS, volume 4693)

Abstract

Obtaining IT certifications is a common and permanent goal of almost all IT students and IT workers. However, approximately 200–400 computer-related certifications exist and constantly increase or change. Examinee indeed requires the personalization recommendation about these certifications and so on. This study proposed a personalization recommendation framework contains two reasoning mechanisms: experience-based and capability-based reasoning. The experienced-based reasoning provides personalized suggestions based on the sophistic examinee’s experience, while the capability-based reasoning considers the learner’s background only. The proposed framework can provide the beneficial certification path to examine and a practice scenario is presented to illustrate the feasibility of proposed framework.

Keywords

IT certification examinee personalization recommendation certification examination preparation 

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References

  1. 1.
    Aamodt, A., Plaza, E.: Case-Based Reasoning: Foundational Issues, Methodological Variations, and System Approaches. In: AI Communications, vol. 7(1), pp. 39–59. IOS Press, Amsterdam (1994)Google Scholar
  2. 2.
    Brookshire, R.G.: Information Technology Certification: Is This Your Mission? Information Technology, Learning, and Performance Journal 18(2), 1–2 (2002)Google Scholar
  3. 3.
    Dolog, P., Sintek, M.: Personalization in Distributed e-Learning Environments. In: Proceedings of the 2004 WWW conference, pp. 170–179 (2004)Google Scholar
  4. 4.
    Foster, D.: The Price of IT Certification Testing. Certification Magazine, 14 (April 2005)Google Scholar
  5. 5.
    Harp, C., Sztzinger, J., Taylor, S.: Many Paths to Learning Software. Training & Development 51(5), 81–84 (1997)Google Scholar
  6. 6.
    Jo, S.R.: IT certification: Increasing Women’s Career Opportunities. Certification Magazine (July 12, 2005)Google Scholar
  7. 7.
    Mulkey, J.: IT Certification on Campus: Credential in a League of Their Own. Certification Magazine, 40–43 (September 2003)Google Scholar
  8. 8.
    Pierson, L., Frolick, M., Chen, L.: Emerging Issues in IT Certification. Journal of Computer Information Systems. 42(1), 17–20 (2001)Google Scholar
  9. 9.
    Venator, J.: IT Certification: Still Valuable After All These Years. Education & Careers, 28–31Google Scholar
  10. 10.
    Zeng, F.: A New Approach to Integrate Computer Technology Certifications into Computer Information System Programs. In: Proceedings of the 2004 American Society for Engineering Education Annual Conference & Exposition (2004)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2007

Authors and Affiliations

  • Heng-Li Yang
    • 1
  • Chen-Shu Wang
    • 1
  • Mu-Yen Chen
    • 2
  1. 1.Department of MIS, National Cheng-Chi University, 64, Sec. 2, Chihnan Rd., Mucha Dist, Taipei 116Taiwan
  2. 2.Department of Accounting, National Changhua University of Education, Changhua, 500, TaiwanROC

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