西南财经大学国际金融学院

向世界提问 让金融服务更远

School of International Finance · SWUFE
郑海超，教授

金融科技、金融工程与风险管理

郑海超

教授

郑海超，教授。研究方向包括金融科技、人机协同预测、AI for Science和社会模拟。

金融科技人机协同预测AI for Science社会模拟

教育背景

  • 2002—2006年，河南大学计算机与信息工程学院，本科
  • 2006—2008年，南开大学商学院，硕士
  • 2008—2011年，南开大学，博士

论文发表

  • Liming Zhao, Liting Li, Haichao Zheng (2026). How AI shapes return extrapolation in financial markets? From presence to interaction. Nankai Business Review International. 17(2), 272–293.
  • Li, L., Zheng, H., Chen, D. et al. (2025). Watch out for anonymous online reviews on financial service: both review and its helpfulness might be manipulated. Information Technology and Management. https://doi.org/10.1007/s10799-025-00470-5
  • Liting Li, Haichao Zheng (2024). How the introduction of machine traders and disclosure of their presence affect prediction accuracy: An online controlled experiment in prediction market. International Journal of Electronic Commerce. 28(4). https://doi.org/10.1080/10864415.2024.2401948
  • Liting Li, Haichao Zheng, Dongyu Chen, Bin Zhu (2024). Whose reviews are most valuable for predicting the default risk of peer-to-peer lending platforms? Evidence from China. Electronic Commerce Research. 24, 1619–1658.
  • Li Dong, Haichao Zheng (2024). Soft imitation reinforcement learning with value decomposition for portfolio management, Applied Soft Computing, 151, 111108.
  • Li Dong, Haichao Zheng, Liting Li, Chunyu Zhou (2024). Distilling wisdom of crowds in online communities: A novel prediction market constructed with comment posters, Decision Support Systems, 180, 114190.
  • Jennifer J. Xu, Dongyu Chen, Michael Chau, Liting Li, Haichao Zheng (2022). Peer-to-Peer loan fraud detection: Constructing features from transaction data. MIS Quarterly. 46(3), 1777-1792.
  • Li Dong, Haichao Zheng, Li Liting, Linna Hao (2022). Human-machine hybrid Prediction market: A promising sales forecasting solution for E-commerce enterprises. Electronic Commerce Research and Applications, 56, 101216.
  • Liting Li, Haichao Zheng. (2022). The Impacts of Machines on the Prediction Accuracy of Human-machine Hybrid Information Market. The Proceedings of 21st Wuhan International Conference on E-Business. (Best paper).
  • Zheng, H., Qi, Z., Luo, X., Li, L., & Xu, B. (2020). The value of backers’ word-of-mouth in crowdfunding projects filtering: An empirical investigation. Electronic Commerce Research, 757–782.
  • Zheng, H., Xu, B., & Lin, Z. (2019). Seller's Creditworthiness in the Online Service Market: A Study from the Control Perspective. Decision Support Systems, 127, 113-118.
  • Zhang, W., Xu, Y., & Zheng, H. (2019). The antecedents and consequences of crowdfunding investors’ citizenship behaviors, Online Information Review, 43(4), 584-599.
  • Wang, T., Li, Y.L., Kang, M.H. Zheng, H.C. (2019). Exploring Individuals’ Behavioral Intentions toward Donation Crowdfunding: Evidence from China. Industrial Management & Data Systems, 2019, 119(7), 1515-1534.
  • Zheng, H., Xu, B., Min Zhang, M., & Wang, T. (2018). Sponsor's Cocreation and Psychological Ownership in Reward-based Crowdfunding. Information Systems Journal, 28(6), 1213-1238.
  • Zheng, H., Xu, B., Hao, L., & Lin, Z. (2018). Reversed loss aversion in crowdsourcing contest. European Journal of Information Systems, 27(4), 434-448.
  • Wang, T., Liu, X.W., Kang, M.H., & Zheng, H. (2018). Exploring the Determinants of Fundraisers’ Voluntary Information Disclosure on Crowdfunding Platforms: A Risk-perception Perspective. Online Information Review, 42(3), 1-21.
  • Xu, Y., Boh, W. F., Luo, C., & Zheng, H. (2018). Leveraging industry standards to improve the environmental sustainability of a supply chain. Electronic Commerce Research & Applications, 27, 90-105.
  • Zheng, H., Xu, B., Wang, T., & Chen, D. (2017). Project implementation success in reward-based crowdfunding: An empirical study. International Journal of Electronic Commerce, 21(3), 424-448.
  • Zheng, H., Xu, B., Wang, T., & Chen, D. (2017). An empirical study of sponsor satisfaction in crowdfunding. Journal of Electronic Commerce Research, 18(3), 269-285.
  • Wu, J., Li, H., Zheng, H., & Xu, Y. (2017). Signaling in joint venture capital: a social network perspective. Industrial Management & Data Systems, 117(10), 2340-2363.
  • Wu, J., Li, H., Lin, Z., & Zheng, H. (2017). Competition in wearable device market: the effect of network externality and product compatibility. Electron Commerce Research, (2017), 17: 335.
  • Wu, J., Li, H., Liu, L., & Zheng, H. (2017). Adoption of Big Data and Analytics in Mobile Healthcare Market: An Economic Perspective. Electronic Commerce Research and Applications, 22, 24–41.
  • Zheng, H., Hung, J.L., Qi, Z., & Xu, B. (2016). The role of trust management in reward-based crowdfunding. Online Information Review, 40(1), 97-118.
  • Xu, B., Zheng, H., Xu, Y., & Wang, T. (2016). Configurational paths to sponsor satisfaction in crowdfunding. Journal of Business Research, 69(2), 915-927.
  • Kang, M.H., Gao, Y.W., Wang, T., & Zheng, H. (2016) Understanding the Determinants of Investment Intention on Crowdfunding Platform: A Trust-based Perspective, Industrial Management & Data Systems, 116(8), 1-22.
  • Li, X., Tang, Y., Yang, N., Ren, Y., Zheng, H., & Zhou, H. (2016). The value of information disclosure and lead investor in equity-based crowdfunding: an exploratory empirical study. Nankai Business Review International, 7(3), 301-321.
  • Xu, Y., Luo, C., Chen, D., & Zheng, H. (2015). What influences the market outcome of online P2P lending marketplace?: A cross-country analysis. Journal of Global Information Management, 23(3), 23-40.
  • Zheng, H., Hung, J. L., Lin, Z., & Wu, J. (2015). The value of guarantee in service e-commerce. Nankai Business Review International, 6(1), 82-102.
  • Zheng, H., Li, D., Wu, J., & Xu, Y. (2014). The role of multidimensional social capital in crowdfunding: A comparative study in China and US. Information & Management, 51(4), 488-496.
  • Zheng, H., Xie, Z., Hou, W., & Li, D. (2014). Antecedents of solution quality in crowdsourcing: The sponsor's perspective. Journal of Electronic Commerce Research, 15(3), 212-224.
  • Zheng, H. , Li, D. , & Hou, W. . (2011). Task design, motivation, and participation in crowdsourcing contests. International Journal of Electronic Commerce, 15(4), 57-88.
  • 陈冬宇, 郑海超（2017）. 我国 P2P 网贷市场的羊群行为及其决策理性研究. 管理评论, 29 (1), 3-11.
  • 郑海超, 杨婷婷, 陈冬宇, & 万能. (2015). 创新项目大众筹资:资助人公民行为的价值. 科研管理, 36(11), 29-36.
  • 郑海超, 黄宇梦, 王涛, & 陈冬宇. (2015). 创新项目股权众筹融资绩效的影响因素研究. 中国软科学, (1), 130-138.

著作与报告

  • 李立婷, 郑海超, 赵黎明, 谭晶桦. 人机融合信息市场中人机交互机制设计与预测效率研究. 经济科学出版社, 2025.
  • 张文洁, 徐赟, 郑海超, 李立婷. 众包平台中的欺诈检测与风险预警. 西南财经大学出版社, 2023.
  • 侯文华, 郑海超. 众包竞赛: 一把开启集体智慧的钥匙. 科学出版社, 2012.
  • 王俊, 郑海超, 肖辉, 蒋太翔, 李庆. Python 数据分析(教材). 机械工业出版社, 2025.

专业方向

  • 金融科技
  • 人机协同预测
  • AI for Science
  • 社会模拟

研究专长

  • 人工智能
  • 复杂系统模拟
  • 人机协同决策