Modeling Social Influence on Activity-Travel Behaviors Using Artificial Transportation Systems

CORC > 自动化研究所 > 中国科学院自动化研究所 > 复杂系统管理与控制国家重点实验室 > 先进控制与自动化团队

	Modeling Social Influence on Activity-Travel Behaviors Using Artificial Transportation Systems
	Chen, Songhang; Liu, Zhong; Shen, Dayong
刊名	IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
	2015-06
卷号	16 期号:3 页码:1576-1581
关键词	social networks activity-travel behaviors artificial transportation systems (ATSs) social interactions social learning
通讯作者	Chen, Songhang
英文摘要	A deep understanding of people's activity-travel behaviors is critical and essential for effective travel demand forecasting and management. Although it is acknowledged that social interactions play an important role in people's decision-making behaviors, our understanding of how they shape and impact activity-travel behaviors of people is still limited. Therefore, for the first time, this paper introduces social learning into artificial transportation systems (ATSs) to model their influence on activity-travel behaviors. Based on a specified ATS, three types of universal social interactions (i.e., imitation, conformity, and experience sharing on social networks) are modeled and studied. The results indicate that our models can make artificial agents learn to decide the best behavior, form habitual choices, and emerge fashion gradually.
收录类别	SCI ; SSCI
语种	英语
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/12111]
专题	自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队
推荐引用方式 GB/T 7714	Chen, Songhang,Liu, Zhong,Shen, Dayong. Modeling Social Influence on Activity-Travel Behaviors Using Artificial Transportation Systems[J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS,2015,16(3):1576-1581.
APA	Chen, Songhang,Liu, Zhong,&Shen, Dayong.(2015).Modeling Social Influence on Activity-Travel Behaviors Using Artificial Transportation Systems.IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS,16(3),1576-1581.
MLA	Chen, Songhang,et al."Modeling Social Influence on Activity-Travel Behaviors Using Artificial Transportation Systems".IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS 16.3(2015):1576-1581.