TY - JOUR
T1 - Supporting knowledge uncertainty engineering-knowledge acquisition
AU - Wang, Hongjun
AU - Lin, Na
AU - Jing, Shikai
N1 - Publisher Copyright:
© 2015, CIMS. All right reserved.
PY - 2015/10/1
Y1 - 2015/10/1
N2 - The acquisition, management and application activities of engineering knowledge in the product development process are collectively called engineering knowledge management. In engineering knowledge management, the uncertainty of engineering knowledge is widespread which results in the uncertainty of the effectiveness for engineering knowledge. Aiming at the uncertainty of engineering knowledge, Bayesian network model of engineering concept was established with Bayesian probability theory. The association relationship between engineering knowledge and knowledge was acquired by using engineering concept Bayesian network, and the effective access to engineering knowledge was achieved based on knowledge uncertainty. Finally, effectiveness of the proposed method was verified by using in the machine tool engineering-knowledge acquisition.
AB - The acquisition, management and application activities of engineering knowledge in the product development process are collectively called engineering knowledge management. In engineering knowledge management, the uncertainty of engineering knowledge is widespread which results in the uncertainty of the effectiveness for engineering knowledge. Aiming at the uncertainty of engineering knowledge, Bayesian network model of engineering concept was established with Bayesian probability theory. The association relationship between engineering knowledge and knowledge was acquired by using engineering concept Bayesian network, and the effective access to engineering knowledge was achieved based on knowledge uncertainty. Finally, effectiveness of the proposed method was verified by using in the machine tool engineering-knowledge acquisition.
KW - Bayesian probability theory
KW - Effectiveness
KW - Engineering knowledge
KW - Knowledge acquisition
KW - Machine tool
KW - Uncertainty
UR - http://www.scopus.com/inward/record.url?scp=84948458231&partnerID=8YFLogxK
U2 - 10.13196/j.cims.2015.10.002
DO - 10.13196/j.cims.2015.10.002
M3 - Article
AN - SCOPUS:84948458231
SN - 1006-5911
VL - 21
SP - 2558
EP - 2563
JO - Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS
JF - Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS
IS - 10
ER -