TY - GEN
T1 - Belief representation of design mental model based on Design Rationale
AU - Ying, Chen
AU - Shikai, Jing
AU - Yedong, Wang
AU - Dada, Cheng
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2018/6/15
Y1 - 2018/6/15
N2 - Ignoring the designers' belief in the collaborative design process will lead to imperfect characterization of design information, and affect information sharing of collaborative designs, thus make the design inefficient. In order to solve this problem, this paper presents a belief representation method of designing a mental model based on Design Rationale. First, through the logic narration of designers, on the basis of the DR model, the knowledge semantic network is constructed based on the Bayesian Network. Then, the causality in the Bayesian Network is obtained by means of node conversion. Finally, the belief in designing mental models is calculated by reusing the design rationality for parameter learning. An example of cantilever beam structure design is used to verify the accuracy and effectiveness of the proposed method.
AB - Ignoring the designers' belief in the collaborative design process will lead to imperfect characterization of design information, and affect information sharing of collaborative designs, thus make the design inefficient. In order to solve this problem, this paper presents a belief representation method of designing a mental model based on Design Rationale. First, through the logic narration of designers, on the basis of the DR model, the knowledge semantic network is constructed based on the Bayesian Network. Then, the causality in the Bayesian Network is obtained by means of node conversion. Finally, the belief in designing mental models is calculated by reusing the design rationality for parameter learning. An example of cantilever beam structure design is used to verify the accuracy and effectiveness of the proposed method.
KW - Bayesian Network
KW - Design Ration
KW - belief representation
KW - design mental model
UR - http://www.scopus.com/inward/record.url?scp=85050107850&partnerID=8YFLogxK
U2 - 10.1109/IEA.2018.8387154
DO - 10.1109/IEA.2018.8387154
M3 - Conference contribution
AN - SCOPUS:85050107850
T3 - 2018 5th International Conference on Industrial Engineering and Applications, ICIEA 2018
SP - 510
EP - 514
BT - 2018 5th International Conference on Industrial Engineering and Applications, ICIEA 2018
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 5th International Conference on Industrial Engineering and Applications, ICIEA 2018
Y2 - 26 April 2018 through 28 April 2018
ER -