Coupling Social Media and Agent-Based Modelling: A Novel Approach for Supporting Smart Tourism Planning
被引:9
作者:
Zhang, Shanqi
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ, Sch Architecture & Urban Planning, Nanjing, Peoples R China
Prov Engn Lab Smart City Design Simulat & Visuali, Nanjing, Jiangsu, Peoples R ChinaNanjing Univ, Sch Architecture & Urban Planning, Nanjing, Peoples R China
Zhang, Shanqi
[1
,2
]
Zhen, Feng
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ, Sch Architecture & Urban Planning, Nanjing, Peoples R China
Prov Engn Lab Smart City Design Simulat & Visuali, Nanjing, Jiangsu, Peoples R ChinaNanjing Univ, Sch Architecture & Urban Planning, Nanjing, Peoples R China
Zhen, Feng
[1
,2
]
Wang, Bo
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Sch Geog & Planning, Guangzhou, Guangdong, Peoples R China
Southern Marine Sci & Engn Guangdong Lab, Zhuhai, Peoples R ChinaNanjing Univ, Sch Architecture & Urban Planning, Nanjing, Peoples R China
Wang, Bo
[3
,4
]
Li, Zherui
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ, Sch Architecture & Urban Planning, Nanjing, Peoples R China
Prov Engn Lab Smart City Design Simulat & Visuali, Nanjing, Jiangsu, Peoples R ChinaNanjing Univ, Sch Architecture & Urban Planning, Nanjing, Peoples R China
Li, Zherui
[1
,2
]
Qin, Xiao
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Univ, Sch Architecture & Urban Planning, Nanjing, Peoples R China
Prov Engn Lab Smart City Design Simulat & Visuali, Nanjing, Jiangsu, Peoples R ChinaNanjing Univ, Sch Architecture & Urban Planning, Nanjing, Peoples R China
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
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.
机构:
KTH Royal Inst Technol, Dept Sustainable Dev Environm Sci & Engn, Stockholm, SwedenKTH Royal Inst Technol, Dept Sustainable Dev Environm Sci & Engn, Stockholm, Sweden
Cai, Zipan
Wang, Bo
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Sch Geog & Planning, Dept Urban & Reg Planning, Guangzhou, Peoples R ChinaKTH Royal Inst Technol, Dept Sustainable Dev Environm Sci & Engn, Stockholm, Sweden
Wang, Bo
Cong, Cong
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Champaign, IL USAKTH Royal Inst Technol, Dept Sustainable Dev Environm Sci & Engn, Stockholm, Sweden
Cong, Cong
Cvetkovic, Vladimir
论文数: 0引用数: 0
h-index: 0
机构:
KTH Royal Inst Technol, Dept Sustainable Dev Environm Sci & Engn, Stockholm, SwedenKTH Royal Inst Technol, Dept Sustainable Dev Environm Sci & Engn, Stockholm, Sweden
机构:
Natl Univ Def Technol, Changsha 410073, Hunan, Peoples R ChinaNatl Univ Def Technol, Changsha 410073, Hunan, Peoples R China
Cao, Jianping
Zeng, Ke
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Sch Elect & Informat Engn, Xian 710049, Peoples R ChinaNatl Univ Def Technol, Changsha 410073, Hunan, Peoples R China
Zeng, Ke
Wang, Hui
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Def Technol, Changsha 410073, Hunan, Peoples R ChinaNatl Univ Def Technol, Changsha 410073, Hunan, Peoples R China
Wang, Hui
Cheng, Jiajun
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Def Technol, Changsha 410073, Hunan, Peoples R ChinaNatl Univ Def Technol, Changsha 410073, Hunan, Peoples R China
Cheng, Jiajun
Qiao, Fengcai
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Def Technol, Changsha 410073, Hunan, Peoples R ChinaNatl Univ Def Technol, Changsha 410073, Hunan, Peoples R China
Qiao, Fengcai
Wen, Ding
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Def Technol, Changsha 410073, Hunan, Peoples R ChinaNatl Univ Def Technol, Changsha 410073, Hunan, Peoples R China
Wen, Ding
Gao, Yanqing
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, State Key Lab Intelligent Control & Management Co, Inst Automat, Beijing 100190, Peoples R ChinaNatl Univ Def Technol, Changsha 410073, Hunan, Peoples R China
机构:
KTH Royal Inst Technol, Dept Sustainable Dev Environm Sci & Engn, Stockholm, SwedenKTH Royal Inst Technol, Dept Sustainable Dev Environm Sci & Engn, Stockholm, Sweden
Cai, Zipan
Wang, Bo
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Sch Geog & Planning, Dept Urban & Reg Planning, Guangzhou, Peoples R ChinaKTH Royal Inst Technol, Dept Sustainable Dev Environm Sci & Engn, Stockholm, Sweden
Wang, Bo
Cong, Cong
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Champaign, IL USAKTH Royal Inst Technol, Dept Sustainable Dev Environm Sci & Engn, Stockholm, Sweden
Cong, Cong
Cvetkovic, Vladimir
论文数: 0引用数: 0
h-index: 0
机构:
KTH Royal Inst Technol, Dept Sustainable Dev Environm Sci & Engn, Stockholm, SwedenKTH Royal Inst Technol, Dept Sustainable Dev Environm Sci & Engn, Stockholm, Sweden
机构:
Natl Univ Def Technol, Changsha 410073, Hunan, Peoples R ChinaNatl Univ Def Technol, Changsha 410073, Hunan, Peoples R China
Cao, Jianping
Zeng, Ke
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Sch Elect & Informat Engn, Xian 710049, Peoples R ChinaNatl Univ Def Technol, Changsha 410073, Hunan, Peoples R China
Zeng, Ke
Wang, Hui
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Def Technol, Changsha 410073, Hunan, Peoples R ChinaNatl Univ Def Technol, Changsha 410073, Hunan, Peoples R China
Wang, Hui
Cheng, Jiajun
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Def Technol, Changsha 410073, Hunan, Peoples R ChinaNatl Univ Def Technol, Changsha 410073, Hunan, Peoples R China
Cheng, Jiajun
Qiao, Fengcai
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Def Technol, Changsha 410073, Hunan, Peoples R ChinaNatl Univ Def Technol, Changsha 410073, Hunan, Peoples R China
Qiao, Fengcai
Wen, Ding
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Def Technol, Changsha 410073, Hunan, Peoples R ChinaNatl Univ Def Technol, Changsha 410073, Hunan, Peoples R China
Wen, Ding
Gao, Yanqing
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, State Key Lab Intelligent Control & Management Co, Inst Automat, Beijing 100190, Peoples R ChinaNatl Univ Def Technol, Changsha 410073, Hunan, Peoples R China