Academic/Professional Qualifications 

Ph.D., Management Science and Engineering, Tongji University, Shanghai, China. 2009-2013

Career History:

2013.12 -- present, Teacher in the Business School，University of Shanghai for Science and Technology 

Scientific Research projects

Projects:

1. 2023.1-2025.12, 72201173, user demand identification and prediction based on user generated content driven by product innovation, National Natural Science Foundation.

2. 2022.3-2023.2, 22692108400, Research on Modeling and Governance of Internet Public Opinion Thematic Map Driven by Data Fusion under Major Epidemics. Shanghai Soft Science Key Project.

3. 2015/01-2017/12, 14YJCZH218, Ontology based Dynamic Supply Chain Multi agent Distributed Simulation Modeling, Ministry of Education Humanities and Social Sciences Project, 

Recent Papers:

[1] Jinghua Zhao，Huihong He，Xiaohua Zhao，Jie Lin. Modeling and simulation of microblog-based public health emergency-associated public opinion communication[J]. Information Processing & Management, v59(2),2022.3 (SSCI/SCI,TOP)

[2] Weng Xiaofeng, Zhao Jinghua, Jiang Chenxi, Ji Yiying. Research on sentiment classifcation of futures predictive texts based on BERT [J]. Computing, (SCI, online, DOI: 10.1007/s00607-021-00989-9)

[3] Zeng Dalin, Zhao, Jinghua, Zhang Wei, Zhou, Zhou, Yan. User-interactive innovation knowledge acquisition model based on social media [J]. Information Processing & Management.59(3):1-17,2022 (SSCI/SCI,TOP)

[4] Jinghua Zhao, Na Sun. Government subsidies-based profits distribution pattern analysis in closed-loop supply chain using game theory [J]. Neural Computing and Applications, V32(6) 1715-1724 (SCI,，ESI)

[5] Jinghua Zhao, Na Sun，Wanyun Cheng. Logistics forum based prediction on stock index using intelligent data analysis and processing of online web posts [J]. Journal of Ambient Intelligence and Humanized Computing, v11 (9):3575-3584, 2020.9 (WOS: 000541859100003). 

[6] Jing-hua Zhao, Da-lin Zeng, Ting-wei Zhou，Yan Hui , Na Sun. Analysis of Factors Affecting the Profits of Closed-loop Supply Chain Members under Different Subsidy Objects, Computer Systems Science & Engineering, V35(3):127-139. 2020.5 (WOS:000543516900001) 

[7] Jing-hua Zhao, Da-lin Zeng, Ting-wei Zhou, Ze-chao Zhu. Data Mining of Urban New Energy Vehicles in an Intelligent Government Subsidy Environment Using Closed-loop Supply Chain Pricing Model. Computer Systems Science & Engineering, 2020.5 V35(3):151-172 (SCI, IF :3.4, WOS:000543516900003) [8] Jinghua Zhao, Dalin Zeng, Jiangtao Qin, Hongming Si, Xiaofang Liu. Simulation and Modeling of Microblog-Based Spread of Public Opinions on Emergencies [J]. Neural Computing and Applications, v33(2):547-564,2021.1 (WOS:000527905700002) 

[9] Zhao Jing-hua, Zeng Da-lin, Che Li-ping, Zhou Ting-wei, Hu,Jun-yi. Research on the profit change of new energy vehicle closed-loop supply chain members based on government subsidies [J]. Environment Technology & Innovation, v19:1-19,2020.8 ( wos:000580866600005)

[10] Zhao Jinghua, Zeng Dalin, Liang Shuang, Kang Huilin, Liu Qinming. Prediction model for stock price trend based on recurrent neural network, Journal of Ambient Intelligence and Humanized Computing, (2021)12:745–753. DOI:10.1007/s12652-020-02057-0 (WOS:000532111700003)

[11] Zhao, Jinghua, Zeng, Dalin, Xiao, Yujie, Che, Liping, Wang, Mengjiao. User personality prediction based on topic preference and sentiment analysis using LSTM model [J]. Pattern Recognition Letters,

PATTERN RECOGNITION LETTERS,v138,397-402,2020.10 (wos: 000579804900053) 

[12] Lin, Hongbo, Zhao, Jinghua, Liang, Shuang, Kang, Huilin. Prediction model for stock price trend based on convolution neural network [J]. Journal of Intelligent & Fuzzy Systems, JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, v39(4): 4999-5008 (wos: 000582322000018) 2020.8

[13] Zhao Jinghua, Lin Jie, Liang Shuang, Wang Mengjiao. Sentimental prediction model of personality based on CNN-LSTM in a social media environment [J]. Journal of Intelligent & Fuzzy Systems JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, v40(2): 3097-3106, 2021.3 (SCI, online, DOI: 10.3233/JIFS-189348)

Awards for Scientific Research 

1. 2013. Shanghai Science and Technology Award (the third prize).

Operating System

DataBase Foundation