SHANG, Wei (Associate Professor)
Chief Senior Engineer of Center for Forecasting Science.
Academy of Mathematics and Systems Science, Chinese Academy of Sciences
Email: shangwei@amss.ac.cn
Telephone: 13522410884
Address: No 55 Zhongguancun East Rd. Haidian, China
Postcode: 100190
Research Areas
Information Systems, Data Analytics, Web Mining, Business Intelligent, Decision Support, Economic and Bussiness Foreacast, Macro Economic Early Warning.
Publications
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
[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.
Students
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