Title :
Towards a hybrid approach of primitive cognitive network process and Bayesian network for evaluation
Author :
Tongjie Bian ; Yuen, Kevin Kam Fung
Author_Institution :
Dept. of Comput. Sci. & Software Eng., Xi´an Jiaotong-Liverpool Univ., Suzhou, China
Abstract :
Evaluation is an essential step for decision making. This paper proposes a hybrid approach, named PCNP-BN, which combines the Primitive Cognitive Network Process (PCNP) and the Bayesian Network (BN) for evaluation activities. PCNP, which is an ideal alternative of the Analytic Hierarchy Process (AHP), helps to quantify the influence of factors, whilst Bayesian network is utilized to combine all the useful feedbacks. The proposed approach can support evaluation activities through quantifying complex factors into measurable values.
Keywords :
analytic hierarchy process; belief networks; cognitive systems; AHP; Bayesian network; PCNP-BN; analytic hierarchy process; complex factors; decision making; evaluation activities; primitive cognitive network process; Analytic hierarchy process; Artificial intelligence; Bayes methods; Risk management; Uncertainty; Weight measurement; bayesian network; decision making; evaluation; primitive cognitive network process;
Conference_Titel :
Progress in Informatics and Computing (PIC), 2014 International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4799-2033-4
DOI :
10.1109/PIC.2014.6972307