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Knowledge mapping of tourism demand forecasting research 期刊论文
TOURISM MANAGEMENT PERSPECTIVES, 2020, 卷号: 35, 页码: 15
Authors:  Zhang, Chengyuan;  Wang, Shouyang;  Sun, Shaolong;  Wei, Yunjie
Favorite  |  View/Download:8/0  |  Submit date:2020/09/23
Bibliometric analysis  Tourist arrival  Hospitality demand  Knowledge map  CiteSpace  Infographic  
A decomposition-ensemble approach for tourism forecasting 期刊论文
ANNALS OF TOURISM RESEARCH, 2020, 卷号: 81, 页码: 16
Authors:  Xie, Gang;  Qian, Yatong;  Wang, Shouyang
Favorite  |  View/Download:9/0  |  Submit date:2020/06/30
Tourism demand  Complete ensemble empirical mode decomposition with adaptive noise  Data characteristic analysis  Time series forecasting  
Forecasting tourism demand with KPCA-based web search indexes 期刊论文
TOURISM ECONOMICS, 2020, 页码: 23
Authors:  Xie, Gang;  Li, Xin;  Qian, Yatong;  Wang, Shouyang
Favorite  |  View/Download:7/0  |  Submit date:2020/05/24
kernel principal component analysis  search query data  tourism demand forecasting  web search index  
Modelling international tourism flows to China: A panel data analysis with the gravity model 期刊论文
TOURISM ECONOMICS, 2019, 卷号: 25, 期号: 7, 页码: 1047-1069
Authors:  Xu, Lizhi;  Wang, Shouyang;  Li, Jingjing;  Tang, Ling;  Shao, Yanmin
Favorite  |  View/Download:16/0  |  Submit date:2019/10/28
China's international tourism  gravity model  panel data  tourism demand  
Forecasting tourist arrivals with machine learning and internet search index 期刊论文
TOURISM MANAGEMENT, 2019, 卷号: 70, 页码: 1-10
Authors:  Sun, Shaolong;  Wei, Yunjie;  Tsui, Kwok-Leung;  Wang, Shouyang
Favorite  |  View/Download:27/0  |  Submit date:2019/01/11
Tourism demand forecasting  Kernel extreme learning machine  Search query data  Big data analytics  Composite search index