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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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How to capture tourists' search behavior in tourism forecasts? A two-stage feature selection approach
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 213, 页码: 9
Authors:
Sun, Shaolong
;
Hu, Mengyuan
;
Wang, Shouyang
;
Zhang, Chengyuan
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View/Download:62/0
  |  
Submit date:2023/02/07
Tourism demand forecasting
Search engine data
Two -stage feature selection
Genetic algorithm
Kernel extreme learning machine
A novel deep learning approach for tourism volume forecasting with tourist search data
期刊论文
INTERNATIONAL JOURNAL OF TOURISM RESEARCH, 2022, 页码: 15
Authors:
Li, Mingchen
;
Zhang, Chengyuan
;
Sun, Shaolong
;
Wang, Shouyang
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View/Download:19/0
  |  
Submit date:2023/02/07
bi-directional gated recurrent unit
search engine data
stacked autoencoders
tourism volume forecasting
Review of tourism forecasting research with internet data
期刊论文
TOURISM MANAGEMENT, 2021, 卷号: 83, 页码: 11
Authors:
Li, Xin
;
Law, Rob
;
Xie, Gang
;
Wang, Shouyang
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View/Download:99/0
  |  
Submit date:2021/04/26
Internet data
Tourism forecasting
Search engine
Social media
Systematic review
Forecasting crude oil price with multilingual search engine data
期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 卷号: 551, 页码: 14
Authors:
Li, Jingjing
;
Tang, Ling
;
Wang, Shouyang
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View/Download:123/0
  |  
Submit date:2020/06/30
Big data
Multilingual search engine index
Crude oil price forecasting
Google Trends
Artificial intelligence
A multi-scale method for forecasting oil price with multi-factor search engine data
期刊论文
APPLIED ENERGY, 2020, 卷号: 257, 页码: 12
Authors:
Tang, Ling
;
Zhang, Chengyuan
;
Li, Ling
;
Wang, Shouyang
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View/Download:99/0
  |  
Submit date:2020/05/24
Big data
Search engine data
Google trends
Multivariate empirical mode decomposition
Oil price forecasting
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
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View/Download:149/0
  |  
Submit date:2019/01/11
Tourism demand forecasting
Kernel extreme learning machine
Search query data
Big data analytics
Composite search index