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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:0/0  |  Submit date:2020/05/24
Big data  Search engine data  Google trends  Multivariate empirical mode decomposition  Oil price forecasting  
A Study on Big Knowledge and Its Engineering Issues 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 9, 页码: 1630-1644
Authors:  Lu, Ruqian;  Jin, Xiaolong;  Zhang, Songmao;  Qiu, Meikang;  Wu, Xindong
Favorite  |  View/Download:2/0  |  Submit date:2020/01/10
Big data  knowledge engineering  big data knowledge engineering  big knowledge  massiveness characteristics  big-knowledge system  big-knowledge engineering  life cycle  
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:14/0  |  Submit date:2019/01/11
Tourism demand forecasting  Kernel extreme learning machine  Search query data  Big data analytics  Composite search index  
Multilayer Perceptron Method to Estimate Real-World Fuel Consumption Rate of Light Duty Vehicles 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 63395-63402
Authors:  Li, Yawen;  Tang, Guangcan;  Du, Jiameng;  Zhou, Nan;  Zhao, Yue;  Wu, Tian
Favorite  |  View/Download:2/0  |  Submit date:2020/01/10
Artificial intelligence  big data  multilayer perceptron  fuel consumption rate  light-duty vehicles  
Big data in tourism research: A literature review 期刊论文
TOURISM MANAGEMENT, 2018, 卷号: 68, 页码: 301-323
Authors:  Li, Jingjing;  Xu, Lizhi;  Tang, Ling;  Wang, Shouyang;  Li, Ling
Favorite  |  View/Download:18/0  |  Submit date:2018/07/30
Tourism research  Big data  Literature review  Tourism management  Tourist behavior  
Text mining based theme logic structure identification: application in library journals 期刊论文
LIBRARY HI TECH, 2018, 卷号: 36, 期号: 3, 页码: 411-425
Authors:  Zhu, Qing;  Wu, Yiqiong;  Li, Yuze;  Han, Jing;  Zhou, Xiaoyang
Favorite  |  View/Download:12/0  |  Submit date:2018/07/30
Big data  Knowledge management  Machine learning  Text mining  ANN  EEMD