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

Major journal papers

[1].    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)

[2].    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)

[3].    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]

[4].    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)

[5].    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)

[6].    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]

[7].    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)

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

[9].    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]

[10]. 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].    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]

[2].    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]

[3].    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]

[4].    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

[5].    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)

[6].    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.

[7].    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

[8].    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]

[9].    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.

[10]. 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