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 Journal of Simulation Pub Date : 2022-01-19 DOI:10.1080/17477778.2022.2027826
Vicky Pizarro, Paul Leger, Carmen Hidalgo-Alcázar, Ismael Figueroa
{"title":"ABM RoutePlanner: An agent-based model simulation for suggesting preference-based routes in Spain","authors":"Vicky Pizarro, Paul Leger, Carmen Hidalgo-Alcázar, Ismael Figueroa","doi":"10.1080/17477778.2022.2027826","DOIUrl":null,"url":null,"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.","PeriodicalId":51296,"journal":{"name":"Journal of Simulation","volume":"17 1","pages":"444 - 461"},"PeriodicalIF":1.3000,"publicationDate":"2022-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Simulation","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1080/17477778.2022.2027826","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
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.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
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。
求助全文
约1分钟内获得全文 去求助
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.
期刊最新文献
Simulation- optimisation approach to support management of blood components inventory The impact of a tariff on logistics service strategies in an international e-commerce trade: game theory and agent-based model Using discrete-event simulation to assess an AHP-based dynamic patient prioritisation policy for elective surgery Quantization-based simulation of spiking neurons: theoretical properties and performance analysis Application of microscopic discrete event-based simulation in the modelling of the city logistics systems of concentrated sets of delivery locations
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1