肖升生
职称:副教授 / 博士生导师
电话:021-65904410-837
地址:科研实验大楼837室
邮箱:xiao.shengsheng@shufe.edu.cn

教师简介 科学研究 主讲课程

上海财经大学数字经济学院副院长,博士生导师。研究关注数据挖掘、机器学习、人工智能等数字智能技术在经济管理中的应用。研究主题包括数字金融平台服务策略设计、数智供应链金融与风险管控、数字平台经济与管理等。研究成果发表在经济与管理国际一流学术期刊(如Information Systems Research, Production and Operations Management, Decision Support Systems等)和会议上。主持国家自科项目、省部级科研项目以及典型行业头部企业校企合作项目多项。曾荣获上海市科技进步奖二等奖、上海财经大学教学成果一等奖、教学竞赛三等奖、“优秀毕业论文”指导教师等称号。受邀担任CCF数字金融分会执行委员,上海金融科技产业联盟智慧金融专委会委员。

(1)科研项目:

- 2023.05 - 至今 主持 多市场环境异质信息融合推理与预测技术研究 (No. 2024110273)   蚂蚁财富

- 2024.01-2027.12  主持  基于异质信息网络的数智供应链金融平台风险管理方法研究(No.72371149国家自然科学基金面上项目

- 2023.03-2025.03  主持  数字经济高质量发展的特征和策略研究 教育部优秀青年团队培育项目

- 2018.01-2020.12  主持  奖励式众筹中投资者决策行为机理分析及服务策略设计(No.71701119国家自然科学基金青年科学基金项目 (已结项,评价为优秀)

 - 2019.08-2020.03  主持  关键事件的舆情传播对汽车车型销量的影响机制研究——别克英朗三缸机事件影响(No.2019110702上汽集团/上海汽车工业教育基金会

- 2017.03-2020.03  主持  互联网金融平台上投资者行为及风险管理研究(No.2017110159上海财经大学青年教师研究项目

- 2017.03-2017.12  主要参与人 人工智能2.0影响及财政对策研究(No. 2017110291)财政部委托项目 (已结项,评价为优秀)


2)代表性论文:

Journal Paper (Selected):

 - S. Xiao, Y.-C. Ho, S. Dasgupta, H. Huang, Z. Lin (2025). Asymmetric and Contingent Value of Crowd Wisdom in Crowdfunding. Information Systems Research, Forthcoming

 - S. Xiao, Y.-C. Ho, Z. Zhou, Y. Tan, M. Zhang (2025). Investor Learning in Crowdfunded Supply Chain Finance Markets, Production and Operations Management, 34(8), 2272-2287.

- S. Xiao, Y.-C. Ho, H. Che (2021). Building the Momentum: Information Disclosure and Herding in Online Crowdfunding. Production and Operations Management, 30(9): 3213-3230.

 - X. Zhang, H. Huang, S. Xiao (2023). Behind the Scenes: The Role of Writing Guideline Design in Online Charitable Crowdfunding Market. Information & Management.

 - J. Yu, S. Xiao (2023). Project Certification and Screening in the Reward-Based Crowdfunding Market. Journal of Business Research, 2023.

 - N. Wang, Y. Liu, and S. Xiao (2022). Which Feedback Matters? The Role of Expressions and Valence in Continuous High-quality Knowledge Contribution in the Online Q&A Community. Decision Support Systems, 156: 113750.

- W. Luo, S. Xiao, X. Zhang (2023). Fighting fire with fire: The impact of radical automotive facelift decision on sales. Expert Systems with Applications.

 - S. Xiao, Q. Yue (2021). The role you play, the life you have: Donor retention in online charitable Crowdfunding platform. Decision Support Systems, 140, 113427.

 - S. Xiao, Q. Yue (2018). Investors' Inertia Behavior and Their Repeated Decision-making in Online Reward-based Crowdfunding Market. Decision Support Systems, 111 (6): 101-112.

 - S. Xiao, C. P. Wei, M. Dong (2016). Crowd Intelligence: Analyzing Online Product Reviews for Preference Measurement. Information & Management, 53(2): 169-182.

 - S. Xiao, M. Dong (2015). Hidden Semi-Markov Model Based Reputation Management System for Online to Offline (O2O) E-commerce Market. Decision Support Systems, 77:87-99.


Conference Paper (Selected):

 - X. Tan, S. Xiao, and C. Olivola. The Gift to Give: The Economic Value of Charitable Gifts. 2022 INFORMS Conference on Information Systems and Technology (CIST 2022), Indianapolis, Indiana.

 - Z. Fang, S. Xiao, and Y. Tan. More Than Double Your Impact: A Study of Match-offer in Crowdfunding Platform. The 13th China Summer Workshop on Information Management (CSWIM 2019), Shenzhen, China, June 2019.

 - S. Xiao, T. Zhou, and Y. Tan. Reward Scheme Design Decision under the Multinomial Logit Model in Online Reward-based Crowdfunding Market, 2017 INFORMS Conference on Information Systems and Technology (CIST 2017), Houston, TX, Oct. 2017.

 - Z. Zhou, S. Xiao, Y.-C. Ho and Y. Tan, The Persuasive and Informative Effects of Information Disclosure Policy: Evidence from an Online Supply Chain Finance Market, 2017 INFORMS Conference on Information Systems and Technology (CIST 2017), Houston, TX, Oct. 2017.

 - X. Li, H. Huang and S. Xiao. DoesCountry-of-Origin Effect Exist in Online Markets? An Empirical Investigation ofPanel Data from Taobao.com, the 16th Wuhan International Conference on E-Business (WHICEB2017), Wuhan, China, May, 2017.

 - S. Xiao, X. Tan, M. Dong, J. Qi. How to Design Your Project in the Online Crowdfunding Market? Evidence from Kickstarter. Proceedings of International Conference on Information Systems (ICIS, 2014), Auckland, New Zealand, 2014.

 - S. Xiao, X. Tan, J. Zheng, M. Dong. Reward Scheme Design Decisions in the Online Crowdfunding Market. Proceedings of 24th Workshop on Information Technology and Systems (WITS, 2014), Auckland, New Zealand, 2014.


(3)著作或教材:

- 《商业智能》(2025) 主编:肖升生,副主编:陈佳威,方慧,韩潇,李艳红;出版社:电子工业出版社

- 《数据挖掘与商业应用》(数字教材)(2025) 主编:肖升生,副主编:陈佳威,贺江宁;出版社:电子工业出版社

本科课程:数据挖掘(高年级本科生)、数据挖掘与商务分析(高年级本科生)

硕博课程:科学计算语言及应用(硕博)、因果推断与实证分析 (硕博)、商务智能分析(专硕)