• DocumentCode
    553057
  • Title

    Cloud-based strategy for evaluation and reformation of teaching plan

  • Author

    Jie Li ; Zhixiao Yang

  • Author_Institution
    Modern Educ. Technol. Center, Zhengzhou Univ., Zhengzhou, China
  • Volume
    1
  • fYear
    2011
  • fDate
    26-28 July 2011
  • Firstpage
    90
  • Lastpage
    93
  • Abstract
    Currently, effect evaluation for teaching plan is based on certainty method, which cannot describe fuzziness and randomness in the process that students´ scores indicate their knowledge grasp extent. An uncertainty-based method is proposed to mine and forecast students´ knowledge grasp status. Cloud of knowledge acquisition status is designed to describe fuzziness and randomness of knowledge grasp extent. A cloud-based mining and forecasting algorithm is proposed for knowledge grasp extent. Positively producing a drop through the knowledge grasp cloud, a value indicating the effect of current teaching plan to new students, and its certainty degree, can be generated. Taking the course of principles and applications of microcomputer as an example, effectiveness of the proposed method in mining and forecasting of knowledge grasp extent, and in teaching plan reformation, is demonstrated.
  • Keywords
    data mining; educational courses; forecasting theory; fuzzy set theory; knowledge acquisition; teaching; uncertainty handling; cloud-based mining; cloud-based strategy; forecasting algorithm; fuzziness; knowledge acquisition status; knowledge grasp extent; microcomputer; randomness; teaching plan; uncertainty-based method; Education; Entropy; Helium; Knowledge acquisition; Mathematical model; Numerical models; Uncertainty; cloud model; fuzziness; knowledge acquisition status; randomness; uncertainty data mining;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-61284-180-9
  • Type

    conf

  • DOI
    10.1109/FSKD.2011.6019583
  • Filename
    6019583