TY - GEN
T1 - Dual-process architecture for reasoning in design innovation problems
AU - Doboli, Alex
AU - Doboli, Simona
PY - 2013
Y1 - 2013
N2 - 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.
AB - 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.
UR - https://www.scopus.com/pages/publications/84893524591
U2 - 10.1109/IJCNN.2013.6706936
DO - 10.1109/IJCNN.2013.6706936
M3 - Conference contribution
SN - 9781467361293
T3 - Proceedings of the International Joint Conference on Neural Networks
BT - 2013 International Joint Conference on Neural Networks, IJCNN 2013
T2 - 2013 International Joint Conference on Neural Networks, IJCNN 2013
Y2 - 4 August 2013 through 9 August 2013
ER -