Information Systems, Data Analytics, Web Mining, Business Intelligent, Decision Support, Economic and Bussiness Foreacast, Macro Economic Early Warning.

Major journal papers

[1].​   Xuerong Li, Wei Shang*, Xun Zhang, Baoguo Shan, Xiang Wang. Total Electricity Consumption Forecasting Based on Temperature Composite Index and Mixed-Frequency Models.  Data Intelligence, 2023, 5(3):750-766

[2] Peng Xu, Wei Shang*, The Construction of Inflation Public Opinion Dictionary and Index Based on Trend and Sentiment Mapping. Systems Engineering-Theory & Practice. 1-27[2022-09-30 online]. [EI] (In Chinese)

[3].    Yiqiang Zhong, Wei Shang, Jian Shi, Yan Cheng, Tinggang Yuan*. High Jump Trajectory Prediction Based on Spatial-temporal Graph Attention Network. Mathematics in Practice and Theory. 2022, 52(5):64-73. (In Chinese)

[4].    H Yang, Helen S Du, Wei Shang*. Understanding the influence of professional status and service feedback on patients’ doctor choice in online healthcare markets, Internet Research, 31(4): 1236-1261. [SCI]

[5].    Sengui Zheng*, Xiaoning Cui, Shouyang Wang, Wei Shang. Research on Enterprise Compensation System based on Dynamic Basis Compensation. Systems Engineering-Theory & Practice. 1-9[2021-11-15] [EI] (In Chinese)

[6].    Xiaodan Wang, Wei Shang, Shouyang Wang. The effects of online news on the Chinese Stock market. Systems Engineering-Theory & Practice. 2019.39(12): 3038-3047 [EI] (In Chinese)

[7].    Xuerong Li, Wei Shang, Shouyang Wang. Text-based crude oil price forecasting: A deep learning approach. International Journal of Forecasting. 2019.35(4): 1548-1560 [SCI]

[8].    Lin Huo, Wei Shang*, Shanying Xu. The choice between rule-based and discretion monetary policy under new normality based on multi-agent simulation. Systems Engineering-Theory & Practice. 2019 Vol. 39 (12): 3038-3047 [EI] (In Chinese)

[9].    Shang, Wei; Chen, Hsinchun; Livoti, Christine. Adverse drug reaction early warning using user search data. Online Information Review.2017.41(4): 524-536 [SCI]

[10].    Ming Yang, Melody Kiang, Wei Shang, Filtering Big Data from Social Media - Building an Early Warning System for Adverse Drug. Journal of Biomedical Informatics, Vol.54 2015, 230–240 [SCI][EI]

[11]. Xin Li, Wei Shang*, Shouyang Wang, Jian Ma. A MIDAS Modelling Framework for Chinese Inflation Index Forecast Incorporating Google Search Data. Electronic Commerce Research and Applications, Vol 14, 2015, 112–125. [SCI][EI]

Major conference papers

[1].   Wei Shang, Rui Tao, Xun Zhang, XiuZhenZi Wang, and Lili Zhang, GDP Nowcasting Based on Daily Electricity Data and Financial Market Data， 2023 IEEE International Conference on Big Data, Italy, December 2023,15-18, [EI]

[2].   Wei Shang, Lei Cao, Feng Li, Xuemei Jiang, Xuerong Li*. Building public market opinion indices for electricity consumption prediction of Chinese nonferrous metal industry.  Procedia Computer Science, 2023, 221:509-517

[3].    Lei Cao, Peng Xu, and Wei Shang*. A text-based mining approach for real estate policy impact monitoring and analysis. In 2021 IEEE International Conference on Big Data (Big Data), pp. 1575-1581. IEEE, 2021. [EI]

[4].    Peng Xu and Wei Shang*, A Public Opinion Index for Chinese Real Estate Market Monitoring Based on Context Related Sentiment Scoring. Pacific Asia Conference on Information Systems (PACIS) 2020 Proceedings. 43. [EI]

[5].    Cui Xiaoning, Wei Shang*, Fuxin Jiang, Shouyang Wang. Stock Index Forecasting by Hidden Markov Models with Trends Recognition," 2019 IEEE International Conference on Big Data (Big Data), 2019, 5292-5297. [EI]

[6].    Lei Chen, Xiao-Qian Ma, Wei Shang*, A framework design of national healthy diet monitoring system. The 7th International Conference for Smart Health. Shenzhen, China, July 1–2, 2019, Proceedings, Lecture Notes on Computer Science. volume 11924: 86-95

[7].    Cui Xiaoning, Wei Shang*, Fuxin Jiang, Shouyang Wang. Knowledge Discovery of Government Subsid by Data Based on Text Clustering. China Association of Information Systems (CNAIS), Nanjing, Oct 10-13, 2019 (in Chinese)

[8].    Li, Xuerong, Wei Shang*, and Shouyang Wang. "Crude Oil Price Movement and Volatility Forecasting based on Online News. 2017 Proceedings of International Institute of Forecasting. Cairns, Australia.

[9].    Lin Huo, Wei Shang*, Shanying Xu. Mining Public Opinions on Real Estate Prosperity from Internet: A Beijing Study. Pacific Asia Conference on Information Systems (PACIS2014). Paper 79. Jun 24-28, Chengdu, China, 2014

[10].    Yan Qu, Wei Shang*, and Shouyang Wang. Webpage Mining for Inflation Emergency Early Warning. Lecture Notes in Computer Science, Vol 6, 2013, 211-222. [EI]

[11].    Xin Li, Wei Shang*, and Shouyang Wang. Incorporation of Social Media Data into Macroeconomic Forecast Systems: A Mixed Frequency Modelling Approach. Pacific Asia Conference on Information Systems (PACIS2013), Jun 18-22, Seoul, Korea, 2013.

[12]. Wei Shang*, Reservation price reporting mechanisms for e-Negotiations, International Conference on Group Decision and Negotiation 2012 (GDN2012). May 20-24, Recife, Brazil, 2012.

已指导学生

钟亦强  硕士研究生  120100-管理科学与工程  

徐鹏  硕士研究生  120100-管理科学与工程  

姜福鑫  博士研究生  120100-管理科学与工程  

熊潇  硕士研究生  125100-工商管理  

刘嘉琪  硕士研究生  125100-工商管理  

范绪琦  硕士研究生  125100-工商管理  

曹雷  硕士研究生  120100-管理科学与工程  

赵蓉  硕士研究生  025100-金融