• DocumentCode
    2256006
  • Title

    Knowledge mining of innovation based on a master´s degree thesis database

  • Author

    Li, Chen-yang

  • Author_Institution
    Grad. Dept. of Civil Aviation, Univ. of China, Baoding, China
  • Volume
    1
  • fYear
    2010
  • fDate
    11-14 July 2010
  • Firstpage
    450
  • Lastpage
    453
  • Abstract
    Based on the static factor analysis of innovation for a master´s degree thesis database, a innovation evaluation method is employed to build the factor set, evaluation set, weight sets and fuzzy evaluation model using analytic hierarchy process and fuzzy synthesis evaluation method. The innovation of a master´s degree thesis database is evaluated, and the effectiveness of this method is demonstrated with applicable examples.
  • Keywords
    data mining; decision making; fuzzy set theory; innovation management; statistical databases; analytic hierarchy process; factor set; fuzzy synthesis evaluation method; innovation evaluation method; knowledge mining; master degree thesis database; static factor analysis; weight set; Analytical models; Education; Fuzzy sets; Indexes; Machine learning; Technological innovation; Analytic hierarchy process; Database; Evaluation model; Fuzzy evaluation; Innovation capabilities;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
  • Conference_Location
    Qingdao
  • Print_ISBN
    978-1-4244-6526-2
  • Type

    conf

  • DOI
    10.1109/ICMLC.2010.5581021
  • Filename
    5581021