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

被引:9
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 45 条
  • [1] Thematic signatures for cleansing and enriching place-related linked data
    Adams, Benjamin
    Janowicz, Krzysztof
    [J]. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2015, 29 (04) : 556 - 579
  • [2] A spatial agent-based model for assessing strategies of adaptation to climate and tourism demand changes in an alpine tourism destination
    Balbi, Stefano
    Giupponi, Carlo
    Perez, Pascal
    Alberti, Marco
    [J]. ENVIRONMENTAL MODELLING & SOFTWARE, 2013, 45 : 29 - 51
  • [3] Berger T, 2006, ECOL SOC, V11
  • [4] Universal and contextualized public services: Digital public service innovation framework
    Bertot, John
    Estevez, Elsa
    Janowski, Tomasz
    [J]. GOVERNMENT INFORMATION QUARTERLY, 2016, 33 (02) : 211 - 222
  • [5] Probabilistic Topic Models
    Blei, David M.
    [J]. COMMUNICATIONS OF THE ACM, 2012, 55 (04) : 77 - 84
  • [6] Where to vacation? An agent-based approach to modelling tourist decision-making process
    Boavida-Portugal, Ines
    Ferreira, Carlos Cardoso
    Rocha, Jorge
    [J]. CURRENT ISSUES IN TOURISM, 2017, 20 (15) : 1557 - 1574
  • [7] Spatial dynamic modelling for urban scenario planning: A case study of Nanjing, China
    Cai, Zipan
    Wang, Bo
    Cong, Cong
    Cvetkovic, Vladimir
    [J]. ENVIRONMENT AND PLANNING B-URBAN ANALYTICS AND CITY SCIENCE, 2020, 47 (08) : 1380 - 1396
  • [8] The Role of Social Media Geographic Information (SMGI) in Spatial Planning
    Campagna, Michele
    Floris, Roberta
    Massa, Pierangelo
    Girsheva, Anastacia
    Ivanov, Konstantin
    [J]. PLANNING SUPPORT SYSTEMS AND SMART CITIES, 2015, : 41 - 60
  • [9] Web-Based Traffic Sentiment Analysis: Methods and Applications
    Cao, Jianping
    Zeng, Ke
    Wang, Hui
    Cheng, Jiajun
    Qiao, Fengcai
    Wen, Ding
    Gao, Yanqing
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2014, 15 (02) : 844 - 853
  • [10] Identification of tourist hot spots based on social networks: A comparative analysis of European metropolises using photo-sharing services and GIS
    Carlos Garcia-Palomares, Juan
    Gutierrez, Javier
    Minguez, Carmen
    [J]. APPLIED GEOGRAPHY, 2015, 63 : 408 - 417