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Forecasting Chinese cruise tourism demand with big data: An optimized machine learning approach 期刊论文
TOURISM MANAGEMENT, 2021, 卷号: 82, 页码: 10
作者:  Xie, Gang;  Qian, Yatong;  Wang, Shouyang
收藏  |  浏览/下载：175/0  |  提交时间：2021/01/14
Cruise  Big data  Gravitational search algorithm  Tourism demand forecasting  
Forecasting tourism demand with KPCA-based web search indexes 期刊论文
TOURISM ECONOMICS, 2020, 页码: 23
作者:  Xie, Gang;  Li, Xin;  Qian, Yatong;  Wang, Shouyang
收藏  |  浏览/下载：124/0  |  提交时间：2020/05/24
kernel principal component analysis  search query data  tourism demand forecasting  web search index  
Forecasting tourist arrivals with machine learning and internet search index 期刊论文
TOURISM MANAGEMENT, 2019, 卷号: 70, 页码: 1-10
作者:  Sun, Shaolong;  Wei, Yunjie;  Tsui, Kwok-Leung;  Wang, Shouyang
收藏  |  浏览/下载：182/0  |  提交时间：2019/01/11
Tourism demand forecasting  Kernel extreme learning machine  Search query data  Big data analytics  Composite search index  
Analysis of the prediction capability of web search data based on the HE-TDC method aEuro' prediction of the volume of daily tourism visitors 期刊论文
JOURNAL OF SYSTEMS SCIENCE AND SYSTEMS ENGINEERING, 2017, 卷号: 26, 期号: 2, 页码: 163-182
作者:  Peng, Geng;  Liu, Ying;  Wang, Jiyuan;  Gu, Jifa
收藏  |  浏览/下载：122/0  |  提交时间：2018/07/30
Tourism visitor volume prediction  web-search data  HE-TDC method  Jiuzhai Valley  time series  Hurst exponent  
analysisofthepredictioncapabilityofwebsearchdatabasedonthehetdcmethodpredictionofthevolumeofdailytourismvisitors 期刊论文
journalofsystemsscienceandsystemsengineering, 2017, 卷号: 26, 期号: 2, 页码: 163
作者:  Peng Geng;  Liu Ying;  Wang Jiyuan;  Gu Jifa
收藏  |  浏览/下载：136/0  |  提交时间：2020/01/10
Analysis of the prediction capability of web search data based on the HE-TDC method ? prediction of the volume of daily tourism visitors 期刊论文
Journal of Systems Science and Systems Engineering,, 2017, 卷号: 26, 期号: 2, 页码: 163
作者:  Peng Geng;  Liu Ying;  Wang Jiyuan;  Gu Jifa
收藏  |  浏览/下载：83/0  |  提交时间：2021/01/14