ABM RoutePlanner: An agent-based model simulation for suggesting preference-based routes in Spain

IF 1.3 4区 工程技术 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Vicky Pizarro, Paul Leger, Carmen Hidalgo-Alcázar, Ismael Figueroa
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引用次数: 2

Abstract

ABSTRACT Spain ranks second in the world for the number of international tourists. These tourists have different preferences, which influence their choice of tourist routes depending on the activities offered by provinces. There are currently no routes customised according to the preferences of a travel party, which makes the supply of tourist packages complex. We propose an agent-based model, named ABM RoutePlanner, which simulates the behaviour of travel parties through provinces of Spain. The model is developed as an application of the ODD protocol. This paper makes two contributions. First, we describe a model applicable to the identification of appropriate routes for different combinations of tourists’ preferences in some (hypothetical) environments. Second, we present the actual routes that will allow tour operators to define strategic plans that motivate tourists to visit the provinces included in the routes. The simulation model was calibrated with data extracted from TripAdvisor and Spanish tourist surveys.
ABM RoutePlanner:一个基于代理的模型模拟,用于建议西班牙基于偏好的路线
西班牙的国际游客数量位居世界第二。这些游客有不同的偏好,这影响了他们对旅游路线的选择,这取决于各省提供的活动。目前还没有根据旅游团的喜好定制的路线,这使得旅游套餐的供应变得复杂。我们提出了一个基于代理的模型,名为ABM RoutePlanner,它模拟了穿越西班牙各省的旅行方的行为。该模型是作为ODD协议的一个应用而开发的。本文有两个贡献。首先,我们描述了一个适用于在某些(假设)环境中根据游客偏好的不同组合确定适当路线的模型。其次,我们提出了实际的路线,这将允许旅游经营者制定战略计划,以激励游客访问包括在路线中的省份。模拟模型是根据从TripAdvisor和西班牙游客调查中提取的数据进行校准的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Simulation
Journal of Simulation COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-OPERATIONS RESEARCH & MANAGEMENT SCIENCE
CiteScore
5.70
自引率
16.00%
发文量
42
期刊介绍: Journal of Simulation (JOS) aims to publish both articles and technical notes from researchers and practitioners active in the field of simulation. In JOS, the field of simulation includes the techniques, tools, methods and technologies of the application and the use of discrete-event simulation, agent-based modelling and system dynamics.
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