张文平 - 中国人民大学

个人简介

教育经历 2011年6月-2015年5月香港城市大学，商学院，哲学博士（知识管理，信息系统） 2005年9月-2009年7月中国科学技术大学，信息学院，工程学士（信息安全）工作经历 2021.8-今副教授,中国人民大学，信息学院 2016.9-2021.7 讲师,中国人民大学，信息学院 2015.9-2016.8 博士后研究员，信息系统学系，香港城市大学 2015.6-2015.8 助理研究员，信息系统学系，香港城市大学 2010.4-2011.5 助理研究员，信息系统学系，香港城市大学 2009.10-2010.3 助理研究员，计算学系，香港理工大学

研究领域

文本挖掘，观点挖掘与情感分析机器学习，主题模型大数据分析，商业数据分析分层贝叶斯模型，计量经济学大数据与隐私保护可解释AI及其在商业分析中的应用

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Yang, Z., Zhang, W., & Feng, J. (2022). Predicting multiple types of traffic accident severity with explanations: A multi-task deep learning framework. Safety Science, 146, 105522.（通讯作者，Accepted forthcoming, IF 4.877, 学校A） Zhang, W., Wei, C. P., Jiang, Q., Peng, C. H., & Zhao, J. L. (2021). Beyond the block: A novel blockchain-based technical model for long-term care insurance. Journal of Management Information Systems, 38(2), 374-400.(国际顶级期刊，信息系统领域国际TOP3, FT50，ABS 4分，JCR一区,ABDC List A* Journal，IF:7.838,人大国际A). Du, W., Yan, Q., Zhang, W., & Ma, J. (2021). Leveraging online behaviors for interpretable knowledge-aware patent recommendation. Internet Research.（通讯作者，IF 6.773,学校A） Zhang, W., Du, W., Bian, Y., Peng, C., &Jiang Q. (2020). Seeing is not always believing: an exploratory study of clickbait in WeChat. Internet Research. 30(3): 1043-1058.（IF 6.773,学校A） Wang, Y., Xu, W., Zhang, W., & Zhao, J. L. (2020). SafeDrive: A New Model for Driving Risk Analysis Based on Crash Avoidance. IEEE Transactions on Intelligent Transportation Systems.(通讯作者，IF 6.492, 学校A-) Zhang, W., Kang, L., Jiang, Q., & Pei, L. (2020). A 2020 perspective on “From buzz to bucks: The impact of social media opinions on the locus of innovation”: From Surfaces to Essences. Electronic Commerce Research and Applications. Volume 40. S1567422320300417. Tao, X., Pham, T., Zhang, J., Yong, J., Goh, W. P., Zhang, W., & Cai, Y. (2020). Mining health knowledge graph for health risk prediction. World Wide Web, 1-22. Lau, R. Y. K., Zhang, W., & Xu, W. (2018). Parallel aspect‐oriented sentiment analysis for sales forecasting with big data. Production and Operations Management, 27(10), 1775-1794. (共同一作，国际顶级期刊，运作管理领域国际TOP 4, UTD24,FT50, 人大国际A) Zhang, W., Kang, L., Jiang, Q., & Pei, L. (2018). From buzz to bucks: the impact of social media opinions on the locus of innovation. Electronic Commerce Research and Applications. Goh, W. P., Tao, X., Zhang, J., Yong, J., Zhang, W., & Xie, H. (2018). Drug prescription support in dental clinics through drug corpus mining. International Journal of Data Science and Analytics, 6(4), 341-349. Lau, R. Y., Zhao, J. L., Zhang, W., Cai, Y., & Ngai, E. W. (2015). Learning Context-Sensitive Domain Ontologies from Folksonomies: A Cognitively Motivated Method. INFORMS Journal on Computing, 27(3), 561-578. (国际顶级期刊，运筹学TOP4，UTD24，人大国际A) Zhao, J., Lau, R. Y., Zhang, W., Zhang, K., Chen, X., & Tang, D. (2016). Extracting and reasoning about implicit behavioral evidences for detecting fraudulent online transactions in e-Commerce. Decision Support Systems, 86, 109-121 Zhang, W., Li, C., Ye, Y., Li, W., & Ngai, E. W. (2015). Dynamic Business Network Analysis for Correlated Stock Price Movement Prediction. Intelligent Systems, IEEE, 30(2), 26-33. (SCI, Impact factor 2015: 3.532) Lau, R.Y.K. and Zhang, W. (2010). “Non-Monotonic Modeling for Personalized Services Retrieval and Selection,” International Journal of Systems and Service-Oriented Engineering, 1(2):55-68.

学术兼职

Management Information Systems Quarterly (MISQ) 同行评审员 Decision Support System (DSS) 同行评审员 Information & Management 同行评审员 International Conference on Information Systems 同行评审员 Pacific Asia Conference on Information Systems 同行评审员 International Summit on Smart Finance (ISSF) 2016 项目委员会成员 IEEE International Conference on e-Business Engineering (ICEBE) 2016 项目委员会成员 Journal of Global Information Management (SSCI) 副主编