信息管理与信息系统系
教授、博士生导师
Email：haichao@swufe.edu.cn
※教师简介
郑海超，西南财经大学，教授，2011年于南开大学商学院获得管理科学与工程博士学位。聚焦研究人机融合预测系统。主持多项科研项目，包括2个国家自科基金项目和2个教育部人文社科项目。在MIS Quarterly, Information Systems Journal, European Journal of Information Systems, Decision Support Systems等期刊发表论文。
※研究领域
研究兴趣包括人机融合预测系统、商务智能、人机交互。重点研究人工智能与集体智慧相结合的人机融合系统，以形成人机融合的增强智能。主要做以下几方面研究：
[1] 人机融合模式设计
[2] 机器行为设计
[3] 人机融合系统中人的行为
[4] 决策优化与加速工具
※教育背景
2008-2011 南开大学 博士
2009-2010 美国明尼苏达大学德鲁斯分校 联合培养博士生
2006-2008 南开大学商学院 硕士
2002-2006 河南大学计算机与信息工程学院 本科
※职业经历
2019.1-至今 西南财经大学 教授
2015.1-2018.12 西南财经大学 副教授
2011.9-2014.12 西南财经大学 讲师
※讲授课程
本科：金融数据分析与编程 数据分析(Python)
硕士生：Python基础及其应用 深度学习
博士生：商务智能专题
※研究成果
学术论文
[1] Jennifer J. Xu, Dongyu Chen, Michael Chau, Liting Li, Haichao Zheng. Peer-to-Peer Loan Fraud Detection: Constructing Features from Transaction Data. MIS Quarterly. (Forthcoming).
[2] 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).
[3] Liting Li, Haichao Zheng, Dongyu Chen, Bin Zhu. Whose reviews are most valuable for predicting the default risk of peer-to-peer lending platforms? Evidence from China. Electronic Commerce Research. (Forthcoming).
[4] 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.
[5] 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.
[6] Zhang, W., Xu, Y., & Zheng, H. (2019). The antecedents and consequences of crowdfunding investors’ citizenship behaviors, Online Information Review, 43(4), 584-599.
[7] 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.
[8] 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.
[9] Zheng, H., Xu, B., Hao, L., & Lin, Z. (2018). Reversed loss aversion in crowdsourcing contest. European Journal of Information Systems, 27(4), 434-448.
[10] 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.
[11] 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.
[12] 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.
[13] 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.
[14] 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.
[15] 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.
[16] 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.
[17] 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.
[18] Xu, B., Zheng, H., Xu, Y., & Wang, T. (2016). Configurational paths to sponsor satisfaction in crowdfunding. Journal of Business Research, 69(2), 915-927.
[19] 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.
[20] 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.
[21] 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.
[22] 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.
[23] 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.
[24] 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.
[25] Zheng, H. , Li, D. , & Hou, W. . (2011). Task design, motivation, and participation in crowdsourcing contests. International Journal of Electronic Commerce, 15(4), 57-88.
[26] 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.
[27] 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.
[28] 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.
[29] 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.
科研项目
[1] 2021-2024，国家自然科学基金面上项目“人机混合预测市场中机器行为设计及其对预测效率的影响机理研究” （编号72071160），主持
[2] 2018-2021，教育部人文社科项目“P2P网贷借款人行为轨迹的特征、成因及其对投 资风险的影响研究”（编号18YJAZH142），主持
[3] 2014-2016，国家自然科学基金青年项目 “众筹项目发起人与资助人价值共创行为对项目绩效的影响研究”（编号71302186），主持
[4] 2012-2015，教育部人文社科项目“基于众包模式孵化创新项目的机理研究”（编号12YJCZH306），主持
[5] 2011-2013，国家社科重点项目“创新型国家背景下的科技创新与金融创新结合问题研究”子课题“基于开放创新视角的科技创新与金融创新相结合的模式探索”（编号11AZD077），子课题负责人
[6] 2013-2015，国家社科基金项目“基于行业协会视角的供应链关系及供应链收益研究”（编号13CGL143），主研
