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 :
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