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Bayesian network-based parking behavior analysis
基于贝叶斯网络的停车行为分析

Keywords: Bayesian network,parking behavior,K2 method,disaggregated model
贝叶斯网络
,停车行为,K2算法,非集计模型

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Abstract:

In this paper,a Bayesian network was developed to analyze the parking behavior.A Bayesian network for parking behavior analyzing was built by structure and parameter learning,using K2 method and Bayesian method respectively.The influences of some factors,such as the trip purpose and the parking fee,on the parking behavior were computed using the junction tree engine.The results indicate that the Bayesian network can express the coupling mechanism between the decision behavior and the influencing factors vis...

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