Scientific Research

Research Field

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Paper Publications

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• Xin Li,Forecasting tourism demand with a novel robust decomposition and ensemble framework.Expert Systems With Applications,
• 李新,Attention Matters: An Exploration of Relationship Between Google Search Behaviors and Crude Oil Prices.Journal of Systems Science and Complexity,32(5):
• Li, X. Li, H., Pan, B., Law, R. Machine learning in internet search query selection for tourism forecasting. Journal of Travel Research, 2020. https://doi.org/10.1177/0047287520934871. SSCI, IF:7.027, JCR一区, ABS四星.
• Li, X*. & Law, R. Forecasting tourism demand with decomposed search cycles. Journal of Travel Research. 2020, 59 (1):52-68. SSCI, IF:7.027, JCR一区, ABS四星, ESI高被引论文.
• Li, X.*, Pan, B., Law, R., & Huang, X. Forecasting tourism demand with composite search index. Tourism Management, 2017, 59, 57-66. SSCI, IF:7.432, JCR一区, ABS四星, ESI高被引论文.
• Li, X., Zhang X, Wang, S., & Ma, J. Attention matters: An exploration of relationship between Google Search behaviors and crude oil prices. Journal of Systems Science and Complexity. 2019, 32(5), 1438-1459. 国内系统科学顶级期刊, SCI.

Patents

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Published Books

• 李新，汪寿阳，互联网海量搜索数据挖掘研究及其在预测和预警中的应用. 科学出版社, 北京, 2020

Research Projects

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• 市场双边多模态数据挖掘的旅游需求可解释预测研究,进行,
• （包干制）后疫情时代基于大数据的大众多样化旅游需求挖掘及预测研究,进行,
• 面向多源大数据分析的我国旅游产业监测与预测研究,进行,
• 基于互联网信息挖掘的旅游需求预测及预警方法研究,完成,
• 国家自然科学基金青年项目—基于互联网信息挖掘的旅游预测与预警研究(No. 71601021)，2017-2019，结题，主持人,
• 中央高校基本科研业务费—面向多源大数据分析的我国旅游产业监测与预测研究(FRF-TP-19-067A1)，2020-2021，主持人,