• DocumentCode
    671595
  • Title

    Dual-process architecture for reasoning in design innovation problems

  • Author

    Doboli, Alex ; Doboli, Simona

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Stony Brook Univ., Stony Brook, NY, USA
  • fYear
    2013
  • fDate
    4-9 Aug. 2013
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    This paper presents a dual-process architecture for reasoning in design innovation problems. The architecture includes (i) a uniform mechanism to create various associations among concepts and (ii) a procedure to construct rule-based reasoning flows through abstraction of associated concepts. Three reasoning procedures are discussed based on the architecture. Two case studies show that the dual-process architecture can be utilized for various innovation-related tasks, like searching the solution space search beyond the capabilities of statistical methods and identifying hints to improve the novelty of designs, hence exiting fixation.
  • Keywords
    inference mechanisms; search problems; software architecture; statistical analysis; design innovation problem reasoning; dual process architecture; reasoning procedures; rule based reasoning; space search; statistical methods; uniform mechanism; Abstracts; Cognition; Computer architecture; Correlation; Pattern recognition; Sensitivity; Technological innovation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks (IJCNN), The 2013 International Joint Conference on
  • Conference_Location
    Dallas, TX
  • ISSN
    2161-4393
  • Print_ISBN
    978-1-4673-6128-6
  • Type

    conf

  • DOI
    10.1109/IJCNN.2013.6706936
  • Filename
    6706936