背景介绍
杜前舟，2023年9月加入中国科学技术大学管理科学系（特任副教授）。2019年9月-2023年8月期间，任职于南京大学商学院市场营销与电子商务系（助理教授）。2019年6月，于弗吉尼亚理工大学潘普林商学院商业信息技术系获得博士学位。主要研究方向包括：文本挖掘，社交媒体分析，金融科技，群体智慧，以及开放创新。相关研究成果发表于Production and Operations Management, Journal of Management Information Systems, Journal of the Association for Information Science and Technology, Information Systems Journal, Tourism Management, Information Processing and Management, and International Journal of Hospitality Management等期刊。担任过Information Systems Research, Production and Operations Management, Journal of Management Information Systems, Tourism Management, Information & Management, Decision Support Systems, Decision Science, Electronic Commerce Research and Applications, Internet Research, Information Technology and Management, Information Processing and Management, 以及Information Systems Journal等期刊的审稿人。此外，还担任过ICIS、PACIS 等国际会议的Track AE。
工作经历
2019.9-2023.8，南京大学，营销与电子商务系，助理教授
研究兴趣
Social Media Analytics, Fintech, Crowd Wisdom, Open Innovation, Machine Learning, and Text Mining
欢迎所有对科研有热情且对以上研究领域感兴趣的学生联系我，非诚勿扰。
主持/参与项目
1. 国家自然科学基金委员会, 面上项目, 72272074, 见胜于空间？视觉营销中空间对消费者感知及行为的影响, 2023-01-01 至 2026-12-31, 45万元, 在研, 参与
2. 国家自然科学基金委员会, 面上项目, 72172168, 从网络众包创意到企业产品创新的转化机制研究, 2022-01-01 至 2025-12-31, 48万元, 在研, 参与
3. 国家自然科学基金委员会, 面上项目, 72171115, 恐怖主义数字货币融资交易实体角色识别与知识图谱分析方法研究, 2022-01-01 至 2025-12-31, 48万元, 在研, 参与
4. 国家自然科学基金委员会, 青年科学基金项目, 72102106, 基于智能购物车的线下智慧零售研究, 2022-01-01 至 2024-12-31, 30万元, 在研, 主持
5. 国家自然科学基金委员会, 青年科学基金项目, 71702206, 网络众包的开放式创新模式下用户创意质量研究, 2018-01-01 至 2020-12-31, 18万元, 结题, 参与
发表论文
13. "New Model of Utility Analysis and Performance Prediction in Crowdfunding: A Perspective of Behavior-related Decision", Ju Wei, Ziyuan Wang*, Qianzhou Du*, and Weiguo Fan, Expert Systems With Applications, Forthcoming. (中科大B2)
12. "The Secret of Voice: How Acoustic Characteristics Affect Video Creators’ Performance on Bilibili", Shixuan Fu, Yan Wu, Qianzhou Du*, Chenwei Li, and Weiguo Fan, Decision Support Systems, 179(2024), Article 114167. (中科大A3, ABS3)
11. "A contest between users and marketers? The economic value of social media content for adverse events", Qianzhou Du#, Christopher S Kwaramba#, Chenwei Li#, G Alan Wang, Quinton Nottingham, Information Processing & Management, Vol.60(6), pp.103496, 2023. (中科大B2, ABS2)
10. "A Theory-Driven Machine Learning System for Financial Disinformation Detection." Xiaohui Zhang, Qianzhou Du*, Zhongju Zhang. Production and Operations Management. Vol.31(8), pp. 3160-3179, 2022. (中科大A1, UTD-24)
9. "Predicting Crowdfunding Project Success based on Backers' Language Preferences." Qianzhou Du, Jing Li, Yanqing Du, G. Alan Wang, Weiguo Fan. Journal of the Association for Information Science and Technology. Vol. 73(3), pp. 376-392, 2022. (中科大A3, ABS3)
8. "The More, the Better? The Effect of Feedback and User’s Past Successes on Idea Implementation in Open Innovation Communities." Qian Liu, Zhengfa Yang, Xiaofang Cai, Qianzhou Du*, Weiguo Fan. Journal of the Association for Information Science and Technology. Vol. 72(12), pp. 1558-1574, 2021. (中科大A3, ABS3)
7. "Moderating Effects of Rating on Text and Helpfulness in Online Hotel Reviews: an analytical approach." Seunghun Shin, Qianzhou Du*, Yufeng Ma, Weiguo Fan, and Zheng Xiang. Journal of Hospitality Marketing & Management, Vol. 30(2), pp. 159-177, 2021. (中科大B2)
6. "User Idea Implementation in Open Innovation Communities: Evidence from a New Product Development Crowdsourcing Community. " Qian Liu, Qianzhou Du*, Yili (Kevin) Hong, Weiguo Fan, and Shuang Wu. Information Systems Journal, Vol.30(5), pp. 899-927, 2020. (中科大B1, ABS4)
5. "Crowd Characteristics and Crowd Wisdom of Online Investor Opinions: Evidence from An Online Investment Community." Hong Hong, Qiang Ye, Qianzhou Du*, G. Alan Wang, and Weiguo Fan. Journal of the Association for Information Science and Technology, Vol.71(4), pp. 423-435, 2020. (中科大A3, ABS3)
4. "Measuring Customer Agility from Online Reviews Using Big Data Text Analytics." Shihao Zhou, Zhilei Qiao, Qianzhou Du, G. Alan Wang, Weiguo Fan, Xiangbin Yan. Journal of Management Information Systems, 35(2), 510-539, 2018. (中科大A2, FT50)
3. "Effects of User-Provided Photos on Hotel Review Helpfulness: An Analytical Approach with Deep Learning." Yufeng Ma, Zheng Xiang, Qianzhou Du, Weiguo Fan. International Journal of Hospitality Management, Vol.71, pp.120-131, 2018. (中科大B1, ABS3)
2. "Assessing Reliability of Online Hotel Review Data: Implications for Social Media Analytics Research in Hospitality and Tourism," Zheng Xiang, Qianzhou Du, Yufeng Ma, Weiguo Fan, Information Technology & Tourism, Vol.18.1-4, pp.43-59, 2018.
1. "A Comparative Analysis of Major Online Review Platforms: Implications for Social Media Analytics in Hospitality and Tourism." Zheng Xiang, Qianzhou Du, Yufeng Ma, Weiguo Fan. Tourism Management, Vol.58, pp.51-65, 2017. (中科大A3, ABS4)
# Equal Contribution
* Corresponding Author
授课经验
商业文本挖掘
商业数据科学导论
数据库管理系统
网页制作
教学获奖
2023 第三届江苏高校教师教学创新大赛，二等奖
2023 第三届南京大学教学比赛，优秀奖
2022 南京大学商学院本科教学奖，谢谢你奖教金
2021 南京大学商学院本科教学奖，谢谢你奖教金
