Modeling Social Influence on Activity-Travel Behaviors Using Artificial Transportation Systems
文献类型：期刊论文
| 作者 | Chen, Songhang ; Liu, Zhong; Shen, Dayong
|
| 刊名 | IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
 |
| 出版日期 | 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 |
| 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. |
入库方式： OAI收割
来源：自动化研究所
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