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
Link To Document