The Passenger Decision Making Mechanism of Self-service Kiosk at the Airport

被引:3
|
作者
Ueda, Keiichi [1 ]
Kurahashi, Setsuya [1 ]
机构
[1] Univ Tsukuba, Grad Sch Syst Management, Bunkyo Ku, Otsuka 3-29-1, Tokyo 1120012, Japan
来源
关键词
Agent-based modeling (ABM); Simulation; Fuzzy; Self-service technology; Airport; Airline; Innovation; SITUATIONAL FACTORS; TECHNOLOGY;
D O I
10.1007/978-3-319-61572-1_11
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We examine how individuals decide to use self-service technology. The decisions made by individuals between options of service are to be located in various contexts, including that of their traits. We focus on the check-in process for air travelers at the airport and map the actual existing world onto the experimental space to represent the decision making process in an agent-based model (ABM). Real-world data, taken from an airline's system, is used to verify and validate the model. A cognitive model is implemented in ABM, which utilizes a fuzzy inference system to model each agent's choice. Passenger behavior is carefully designed based on the knowledge of experienced front-line airport customer-service experts and is also reviewed and clarified by on-site observations. We also discuss how to validate the effectiveness of ABM in the end.
引用
收藏
页码:159 / 175
页数:17
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