• DocumentCode
    3544791
  • Title

    Artificial Intelligence and Successful Factors for Selecting Product Innovation Development

  • Author

    Klintong, Noppakorn ; Vadhanasindhu, Pakpachong ; Thawesaengskulthai, Natcha

  • Author_Institution
    Grad. Sch., Technopreneurship & Innovation Manage. Program, Chulalongkorn Univ., Bangkok, Thailand
  • fYear
    2012
  • fDate
    8-10 Feb. 2012
  • Firstpage
    397
  • Lastpage
    402
  • Abstract
    The firm´s capability to develop product innovation and successfully launch new products has been regarded as crucial determinant in sustaining a firm´s competitive advantage. Firms have been faced with a complicated problem in selecting innovation development project. From review of the related studies we found two groups of capability, firm´s innovative capability and firm´s new product development capability together with the external competitive environment factor are the factors influence the successful development of product innovation. We also review the predictive ability of Artificial intelligence, Artificial Neural Network (ANN), Fuzzy Logic (FL), and Genetic Algorithms (GAs) and found that it is possible that they will provide a superior predictive system for use in selecting the product innovation development project.
  • Keywords
    artificial intelligence; fuzzy logic; genetic algorithms; innovation management; neural nets; product development; artificial intelligence; artificial neural network; competitive advantage; external competitive environment factor; fuzzy logic; genetic algorithm; new product development capability; new product launching; predictive ability; product innovation development selection; Artificial intelligence; Artificial neural networks; Fuzzy logic; Innovation management; Job shop scheduling; Product development; Technological innovation; artificial intelligence; artificial neural networks; fuzzy logic; generic algorithms; innovation capability; new product develoment capability; product innovation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems, Modelling and Simulation (ISMS), 2012 Third International Conference on
  • Conference_Location
    Kota Kinabalu
  • Print_ISBN
    978-1-4673-0886-1
  • Type

    conf

  • DOI
    10.1109/ISMS.2012.86
  • Filename
    6169736