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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
Favorite  |  View/Download：19/0  |  Submit date：2023/02/07
bi-directional gated recurrent unit  search engine data  stacked autoencoders  tourism volume forecasting  
The time-varying causal relationship between the Bitcoin market and internet attention 期刊论文
Financial Innovation, 2021, 卷号: 7, 期号: 1
Authors:  Zhang,Xun;  Lu,Fengbin;  Tao,Rui;  Wang,Shouyang
Favorite  |  View/Download：88/0  |  Submit date：2021/10/26
Bitcoin  Internet attention  Google trends  Time-varying granger causality  Multiple bubbles test  G11  G15  C15  
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
Favorite  |  View/Download：122/0  |  Submit date：2020/06/30
Big data  Multilingual search engine index  Crude oil price forecasting  Google Trends  Artificial intelligence  
Using Google Trends and Baidu Index to analyze the impacts of disaster events on company stock prices 期刊论文
INDUSTRIAL MANAGEMENT & DATA SYSTEMS, 2020, 卷号: 120, 期号: 2, 页码: 350-365
Authors:  Liu, Ying;  Peng, Geng;  Hu, Lanyi;  Dong, Jichang;  Zhang, Qingqing
Favorite  |  View/Download：96/0  |  Submit date：2020/05/24
Stock market  AR-GARCH  Crash incidents  Search volume index  
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
Favorite  |  View/Download：99/0  |  Submit date：2020/05/24
Big data  Search engine data  Google trends  Multivariate empirical mode decomposition  Oil price forecasting  
Adverse drug reaction early warning using user search data 期刊论文
ONLINE INFORMATION REVIEW, 2017, 卷号: 41, 期号: 4, 页码: 524-536
Authors:  Shang, Wei;  Chen, Hsinchun;  Livoti, Christine
Favorite  |  View/Download：82/0  |  Submit date：2018/07/30
Pharmacovigilance  Google Trends  Adverse drug reaction  Diabetes treatment  User search  
基于Google Trends注意力配置的金融传染渠道 期刊论文
管理科学学报, 2012, 卷号: 015, 期号: 011, 页码: 104
Authors:  凌爱凡;  杨晓光
Favorite  |  View/Download：61/0  |  Submit date：2020/01/10