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

被引:2
|
作者
Pizarro, Vicky [1 ]
Leger, Paul [2 ]
Hidalgo-Alcazar, Carmen [3 ]
Figueroa, Ismael [4 ]
机构
[1] Univ Catolica Norte, Escuela Ciencias Empresariales, Coquimbo, Chile
[2] Univ Catolica Norte, Escuela Ingn, Coquimbo, Chile
[3] Univ Leon, Fac Econ & Management Sci, Leon, Spain
[4] Pragmat Lab, Santiago, Chile
关键词
Agent-based model; simulation; ODD protocol; tourism; routes; web application; TOURISM; ENVIRONMENT; DIFFUSION; PROTOCOL; CHOICE;
D O I
10.1080/17477778.2022.2027826
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
. 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.
引用
收藏
页码:444 / 461
页数:18
相关论文
共 50 条
  • [1] TUTORIAL ON AGENT-BASED MODELING AND SIMULATION: ABM DESIGN FOR THE ZOMBIE APOCALYPSE
    Macal, Charles M.
    2018 WINTER SIMULATION CONFERENCE (WSC), 2018, : 207 - 221
  • [2] Adaptation and sustainability in a small Arctic community: Results of an agent-based simulation model
    Berman, M
    Nicolson, C
    Kofinas, G
    Tetlichi, J
    Martin, S
    ARCTIC, 2004, 57 (04) : 401 - 414
  • [3] ABSTUR: An Agent-based Simulator for Tourist Urban Routes
    Garcia-Magarino, Ivan
    EXPERT SYSTEMS WITH APPLICATIONS, 2015, 42 (12) : 5287 - 5302
  • [4] An agent-based simulation model for the growth of the Sydney Trains network
    Lahoorpoor, Bahman
    Levinson, David M.
    ENVIRONMENT AND PLANNING B-URBAN ANALYTICS AND CITY SCIENCE, 2024, 51 (08) : 1873 - 1894
  • [5] PrioritEvac: an Agent-Based Model (ABM) for Examining Social Factors of Building Fire Evacuation
    Young, Eileen
    Aguirre, Benigno
    INFORMATION SYSTEMS FRONTIERS, 2021, 23 (05) : 1083 - 1096
  • [6] Experimenting with Agent-Based Model Simulation Tools
    Antelmi, Alessia
    Cordasco, Gennaro
    D'Ambrosio, Giuseppe
    De Vinco, Daniele
    Spagnuolo, Carmine
    APPLIED SCIENCES-BASEL, 2023, 13 (01):
  • [7] Agent-based model and simulation on firm size
    Shi, Zhentao
    Zeng, Jianchao
    Cui, Zhihua
    INTERNATIONAL JOURNAL OF COMPUTATIONAL SCIENCE AND ENGINEERING, 2012, 7 (02) : 139 - 146
  • [8] Agent-based model for simulation of the sustainability revolution in eco-industrial parks
    Han, Feng
    Sun, Mingxing
    Jia, Xuexiu
    Klemes, Jiri Jaromir
    Shi, Feng
    Yang, Dong
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2022, 29 (16) : 23117 - 23128
  • [9] Easing the adoption of agent-based modelling (ABM) in tourism research
    Johnson, Peter
    Nicholls, Sarah
    Student, Jillian
    Amelung, Bas
    Baggio, Rodolfo
    Balbi, Stefano
    Boavida-Portugal, Ines
    de Jong, Eline
    Hofstede, Gert Jan
    Lamers, Machiel
    Pons, Marc
    Steiger, Robert
    CURRENT ISSUES IN TOURISM, 2017, 20 (08) : 801 - 808
  • [10] PrioritEvac: an Agent-Based Model (ABM) for Examining Social Factors of Building Fire Evacuation
    Eileen Young
    Benigno Aguirre
    Information Systems Frontiers, 2021, 23 : 1083 - 1096