Modeling Social Influence on Activity-Travel Behaviors Using Artificial Transportation Systems
Chen, Songhang; Liu, Zhong; Shen, Dayong
2015-06
发表期刊IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
卷号16期号:3页码:1576-1581
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.
关键词Social Networks Activity-travel Behaviors Artificial Transportation Systems (Atss) Social Interactions Social Learning
收录类别SCI ; SSCi
语种英语
WOS记录号WOS:000359252700043
引用统计
被引频次:2[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/12111
专题复杂系统管理与控制国家重点实验室_先进控制与自动化
通讯作者Chen, Songhang
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.
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