• DocumentCode
    2441877
  • Title

    Design of Innovation Service Platform Based on Bayesian Network

  • Author

    Qing Sun ; Dawei Wang

  • Author_Institution
    Dept. of Manage., Harbin Univ. of Sci. & Technol., Harbin, China
  • fYear
    2010
  • fDate
    7-9 May 2010
  • Firstpage
    1116
  • Lastpage
    1119
  • Abstract
    Traditional innovation service platforms simply search in one sub-platform and the search results can not assist the user´s innovation behavior effectively. This paper proposes the design of a novel innovation service platform based on Bayesian network. This platform makes use of Bayesian network to describe the sub-platforms, and borrowing ideas from multi modularly modeling it integrate all the sub-platforms together as a whole by taking advantage of sharing nodes. By means of the inference function of Bayesian network, this platform can take various factors into consideration so as to provide more accurate and effective search results for user. Additionally this platform uses all the sub-platforms rather than one to serve users so that it can provide comprehensive results to assist user´s innovation behavior better.
  • Keywords
    belief networks; innovation management; organisational aspects; Bayesian network; inference function; innovation service platforms; multi modularly modeling; Automation; Bayesian methods; Instruments; Probabilistic logic; Quality of service; Software; Technological innovation; Bayesian network; inference; innovation service platform; sharing node;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    E-Business and E-Government (ICEE), 2010 International Conference on
  • Conference_Location
    Guangzhou
  • Print_ISBN
    978-0-7695-3997-3
  • Type

    conf

  • DOI
    10.1109/ICEE.2010.288
  • Filename
    5592934