Coupling Social Media and Agent-Based Modelling: A Novel Approach for Supporting Smart Tourism Planning

被引:8
|
作者
Zhang, Shanqi [1 ,2 ]
Zhen, Feng [1 ,2 ]
Wang, Bo [3 ,4 ]
Li, Zherui [1 ,2 ]
Qin, Xiao [1 ,2 ]
机构
[1] Nanjing Univ, Sch Architecture & Urban Planning, Nanjing, Peoples R China
[2] Prov Engn Lab Smart City Design Simulat & Visuali, Nanjing, Jiangsu, Peoples R China
[3] Sun Yat Sen Univ, Sch Geog & Planning, Guangzhou, Guangdong, Peoples R China
[4] Southern Marine Sci & Engn Guangdong Lab, Zhuhai, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Social media; planning support system; tourism planning; agent-based modelling; China; SERVICES; PARK;
D O I
10.1080/10630732.2020.1847987
中图分类号
TU98 [区域规划、城乡规划];
学科分类号
0814 ; 082803 ; 0833 ;
摘要
Accounting for tourists' various needs, preferences, and behavioral patterns is critical for improved smart tourism planning. This paper presents a novel approach that integrates social media and agent-based modelling (ABM) to analyze tourist preference and simulate tourist decision-making. The proposed approach first uses social media to extract knowledge about tourist typologies and tourist preferences. The knowledge, together with that supplemented by questionnaire data, is used for developing an ABM that simulates tourist movements. The approach is applied for the planning of Zaolinwan Park in China. The case study suggests that the incorporation of social media could provide opportunities for an enriched understanding of tourist preference of potential customers and that the modelling of tourist movements can shed light on the planning of infrastructure (e.g., roads and alleys) and service facilities (e.g., food, shopping, and accommodation), which are essential to the functioning of tourism. While this study focuses on tourism planning, the presented method could be applied to other infrastructure and service planning scenarios at community and urban levels.
引用
收藏
页码:79 / 97
页数:19
相关论文
共 50 条
  • [21] Negotiating constraints to the adoption of agent-based modeling in tourism planning
    Johnson, Peter A.
    Sieber, Renee E.
    ENVIRONMENT AND PLANNING B-PLANNING & DESIGN, 2011, 38 (02): : 307 - 321
  • [22] 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
  • [23] An UCT Approach for Anytime Agent-Based Planning
    Pellier, Damien
    Bouzy, Bruno
    Metivier, Marc
    ADVANCES IN PRACTICAL APPLICATIONS OF AGENTS AND MULTIAGENT SYSTEMS, 2010, 70 : 211 - 220
  • [24] An agent-based approach to modelling pedestrian behaviour
    Department of Computer Science and Software Engineering, The University of Melbourne, VIC, Australia
    Int. J. Simul. Syst. Sci. Technol., 2007, 1 (25-38):
  • [25] A BDI approach to agent-based modelling of pedestrians
    Ronald, N
    Sterling, L
    SIMULATION IN WIDER EUROPE, 2005, : 169 - 174
  • [26] The 'MECIMPLAN' approach to agent-based strategic planning
    Castillo, Jose Miguel
    Ossowski, Sascha
    Pastor, Luis
    2006 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY, WORKSHOPS PROCEEDINGS, 2006, : 540 - +
  • [27] An agent-based approach to the limits of economic planning
    Martinelli, Emanuele
    AI & SOCIETY, 2024,
  • [28] An agent-based approach to modelling virtual enterprises
    Petersen, SA
    Divitini, M
    Matskin, M
    PRODUCTION PLANNING & CONTROL, 2001, 12 (03) : 224 - 233
  • [29] Social Simulation: The Need of Data-Driven Agent-Based Modelling Approach
    Sajjad, Mazhar
    Singh, Karandeep
    Paik, Euihyun
    Ahn, Chang-Won
    2016 18TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATIONS TECHNOLOGY (ICACT) - INFORMATION AND COMMUNICATIONS FOR SAFE AND SECURE LIFE, 2016, : 818 - 821
  • [30] Modelling of integrated, distributed and cooperative process planning system using an agent-based approach
    Chan, FTS
    Zhang, J
    Li, P
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE, 2001, 215 (10) : 1437 - 1451