邮箱：daihy@cufe.edu.cn
个人简介
代宏砚，香港科技大学博士，中央财经大学商学院教授，博导。
教育经历
· 博士，2006.9-2011.1，香港科技大学，工业工程及物流管理
· 硕士，2004.9-2006.7，清华大学，模式识别及智能系统
· 学士，2000.9-2004.7，北京邮电大学，机械工程及自动化（主修），通讯工程（辅修）
工作经历
· 教授，2018.11-至今,中央财经大学，北京
· 副教授，2013.11-2018.10,中央财经大学，北京
· 访问学者，2016.1-2016-2,南洋理工大学，新加坡
· 讲师，2011.7-2013.10，中央财经大学，北京
· 助理研究员，2011.2-2011.6，香港科技大学，香港
· 访问学者，2009.5-2009.10，杜克大学，美国
· 国际物流管理进修项目，2008.6-2008.8，麻省理工-萨拉戈萨物流研究中心,西班牙
研究方向
人机交互和协同，数据驱动的运营优化，O2O物流管理
研究生招生
团队长期招收致力于人机交互协同、O2O物流管理等研究方向的硕士生和博士生。希望同学具有数学建模或者实证研究的良好基础。
近期主要科研成果
· 发表论文
[1] Yuqian Xu, Baidu Lu, Anindya Ghose,Hongyan Dai, Zhou Weihua*; The Interplay of Earnings, Ratings, and Penalties on Sharing Platforms: An Empirical Investigation. Management Science (UTD),doi.org/10.1287/mnsc.2023.4761. 2023.
[2] 代宏砚，陶家威*，姜海，周伟华;大数据驱动的决策范式转变—以个性化O2O即时物流调度为例.管理科学学报，26(5):53-69, 2023.
[3] La Ta, Xun Xu andHongyan Dai*, How to Retain My Consumers? Investigating Incumbents’ Promotional Strategies upon New Business Entry in the Online-to-offline Context, International Journal of Electronic Commerce, 2023, Accepted.
[4] Hongyan Dai, Xiao, Qin*, Chen, Songlin. and Zhou, Weihua. Data-driven demand forecast for O2O operations: An adaptive hierarchical incremental approach. International Journal of Production Economics, 259, 108833. 2023.
[5] Dai, H., Ta, L., & Xu, X*. Does the new entrant eat my pie or enlarge my pie? Market entry investigation in the online-to-offline on-demand context. Decision Support Systems, 114036.2023.
[6] Hongyan Dai, Qin Xiao, Nina Yan, Xun Xu, and Tingting Tong*,What Influences Online Sales Across Different Types of E-Commerce Platforms, International Journal of Electronic Commerce, 2022, 26(33), 311-330.
[7] 周伟华，林甜甜，胡雨林，代宏砚*;贸易信用中账期对供应链上下游及供应链绩效的影响研究.管理工程学报，接收，2023.
[8] Hongyan Dai; Yan Wen; Weihua Zhou; Tingting Tong; Xun Xu*; Enhancing Online-to-offline Delivery Efficiency Facilitated by Industry 4.0: A Personnel Configuration Perspective. Industrial Management & Data Systems (SCI), 2022, 123(4): 1198-1219.
[9] 周云，蒲雅琦，代宏砚，周伟华*;不同信息模式下流量赞助服务对电信服务供应链的影响研究.管理工程学报. 37(6):227-241. 2023
[10] Hongyan Dai; Qin Xiao; Nina Yan; Xun Xu; Tingting Tong*; Item-level forecasting for e-commerce demand with high-dimensional data using a two-stage feature selection algorithm.Journal of Systems Science and Systems Engineering(SCI), 2022, 31(2): 247-264.
[11] Jiawei Tao;Hongyan Dai*; Weiwei Chen; Hai Jiang;The value of personalized dispatch in O2O on-demand delivery services.European Journal of Operational Research(SCI),2022, 304(3): 1022-1035.
[12] Hongyan Dai; Ling Ge; Chen Li; Yan Wen*;The interaction of discount promotion and display-related promotion on on-demand platforms.Information Systems and e-Business Management(SCI), 2021, 6: 1-18.
[13] Hongyan Dai; Yali Liu; Nina Yan; Weihua Zhou*;Optimal staffing for online-to-offline on-demand delivery systems: in-house or crowd-sourcing drivers?Asia-Pacific Journal of Operational Research(SCI),2021, 38(1): 1-25.
[14] Jiawei Tao;Hongyan Dai*; Hai Jiang; Weiwei Chen; Dispatch optimisation for O2O on-demand delivery with crowded sourced and inhouse drivers.International Journal of Production Research(SCI), 2021, 59(20): 6054-6068.
[15] Tingting Tong;Hongyan Dai*; Qin Xiao; Nina Yan; Will dynamic pricing outperform? Theoretical analysis and empirical evidence from O2O on-demand food service market.International Journal of Production Economics(SCI), 2020, 219:375-385.
[16] Hongyan Dai; Peng Liu*; Workforce planning for O2O delivery systems with crowdsourced drivers.Annuals of Operations Research(SCI), 2020, 291: 219-245.
[17] Hongyan Dai; Ling Ge*; Yali Liu; Information matters: an empirical study of the efficiency of on-demand services.Information Systems Frontier(SCI), 2020, 22: 815-827.
[18] Hongyan Dai; Haoyang Yu*; Qin Xiao; Weihua Zhou; A clustering-based sales forecast method for big promotion days in O2O on-demand retailing.Proceedings of 2019 IEEE International Conference on Industrial Engineering and Engineering Management(EI), Macau, China, 2019, 1079-1083.
[19] Hongyan Dai; Jiawei Tao; Hai Jiang; Weiwei Chen; O2O on-demand delivery optimization with mixed driver forces.9th IFAC Conference on Manufacturing Modeling, Management, and Control, Berlin,German, 2019,52(13): 391–396.
[20] Nina Yan*; Tingting Tong;Hongyan Dai;Capital-constrained supply chain with multiple decision attributes: Decision optimization and coordination analysis.Journal of Industrial & Management Optimization(SCI),2019, 15(4):1831-1856.
[21] Wenyi Huang; Qin Xiao;Hongyan Dai; Nina Yan; Sales forecast for O2O services- based on incremental random forest method.Proceedings of the 15th International Conference on Service Systems and Service Management(EI),Hangzhou, China, 2018, 1-5.
[22] 代宏砚;檀雅静;周伟华;库存不准确环境下考虑实时信息的供应链协同机制设计研究,管理工程学报(CSSCI，中国人民大学复印报刊资料全文转载), 2018, 32(2):228-239.
[23] Hongyan Dai; Yali Liu; Yining Chang; Songlin Chen;A design methodology for biomass energy supply chains based on weighted K-Means algorithm.Proceedings of 2017 IEEE International Conference on Industrial Engineering and Engineering Management(EI),Singapore, 2017, 1362-1366.
[24] Nina Yan; Ye Liu*; Chongqing Liu;Hongyan Dai; Coordination in Supply Chain Finance Under CVaR Criteria.Proceedings of 2017 IEEE International Conference on Industrial Engineering and Engineering Management(EI),Singapore, 2017:455-459.
[25] Weihua Zhou; Yaqi Pu;HongyanDai; Qingwei Jin; Cooperative interconnection settlement among ISPs through NAP.European Journal of Operational Research(SCI), 2016, 256(3):991–1003.
[26] Hongyan Dai; Jianbin Li; Nina Yan; Weihua Zhou*; Bullwhip effect and supply chain costs with low- and high-quality information on inventory shrinkage.European Journal of Operational Research(SCI), 2016, 250(2): 457-469.
[27] Hongyan Dai; Ling Ge; Weihua Zhou; A design method for supply chain traceability systems with aligned interests.International Journal of Production Economics(SCI), 2015, 170:14-24.
[28] Hongyan Dai;Yang Nan; Nina Yan; A pricing strategy to align supply chain interests for product recall.Proceedings of 2015 IEEE International Conference on Industrial Engineering and Engineering Management(EI), 2015, 285-289.
[29] Hongyan Dai*;Tseng Mitchell M; Zipkin Paul H.; Design of traceability systems for product recall.International Journal of Production Research(SCI), 2015, 53(2): 511-531.
[30] Songlin Chen; Shuli Wu; Xiaojin Zhang;Hongyan Dai;An evolutionary approach for product line adaptation.International Journal of Production Research(SCI),2014, 52(20): 5932-5944.
[31] Nina Yan;Hongyan Dai;Baowen Sun; Optimal bi-level Stackelberg strategies for supply chain financing with both capital-constrained buyers and sellers.Applied Stochastic Models in Business and Industry(SCI),2014, 30(6): 783-796.
[32] 代宏砚;张然子;张津;赵犁;信息共享程度对我国服装供应链库存成本的影响,运筹与管理(CSSCI),2014, 23(5): 147-154.
[33] Hongyan Dai;Jing Xu; Collaborative design of RFID systems for multi-purpose supply chain applications.Journal of System Science and System Engineering(SCI), 2013, 22(2): 152-170.s
[34] 代宏砚;陈志康;周伟华;多级供应链中库存不准确性对牛鞭效应的影响,管理工程学报(CSSCI), 2013, 27(2): 195-201.
[35] Hongyan Dai*,Tseng Mitchell M. The impacts of RFID implementation on reducing inventory inaccuracy in a multi-stage supply chain.International Journal of Production Economics(SCI),2012, 139 (2), 634–641.
[36] Hongyan Dai;Tseng Mitchell M; Determination of production lot size and DC location in Manufacturer-DC-Retailer supply chains.Intentional Journalof Logistics Systems and Management, 2011, 8(3): 284 -297.
[37] Hongyan Dai;Tseng Mitchell M; Monsreal Mario M; Design considerations for supply chain tracking systems.Wiley Encyclopedia of Operations Research and Management Science. John Wiley & Sons , 2010, 1326 – 1335.
[38] Monsreal Mario M;Hongyan Dai;Tseng Mitchell M; D. L. Brock; Tracking technologies in the supply chain.Wiley Encyclopedia of Operations Research and Management Science,2010, 5512 - 5525.
[39] Hongyan Dai;Tseng Mitchell M; The RFID impacts on lead time compression in a serial manufacturing System.Proceeding of the 3rd World Conference on Production and Operations Management,Tokyo, Japan, 2008, 1029-1039.
· 科研课题
1.数据驱动的众包个性化配送决策研究，国家自然科学基金面上项目（No. 72172169），2022.1-2025.12.主持人.
2.大数据驱动的众包配送管理和决策研究, 青年科研创新团队支持计划，2021.1-2023.12，主持人.
3.大数据驱动的O2O即时物流管理与决策研究，国家自然科学基金重大研究计划培育项目（No. 91646125）, 2017.01-2019.12.主持人.
4.互联网环境下首都O2O即时物流网络中的众包管理模式研究，北京自然科学基金面上项目, (No. 9172017)，2017.01-2019.12.主持人.
5. 众包模式下的O2O即时物流网络规划研究,中央财经大学“青年英才”培育支持计划（No. QYP1607）, 2016.11-2018.12.主持人
6.基于协同、量化准则的多级分散供应链追溯系统的设计研究，国家自然科学基金青年项目（No. 71202124）, 2013.01-2015.12.主持人.
7.数据驱动的在线供应链金融系统融合机制研究：基于行为运营的视角，国家自然科学基金面上项目(No. 71872200),2019.01-2022.12.主要参与.
8.奈特不确定环境下配送企业的碳减排行为与新能源汽车的推广策略,教育部人文社科基金项目(No. 17YJC630027),2017.07-2019.12. 主要参与.
9.新能源汽车和燃油汽车竞争视角下城市配送车辆的通行政策研究,国家社会科学基金项目(No. 18BGL217), 2018.06-2020.12.主要参与.
10.Knight不确定环境下战略性外包的价格协商与合同选择研究，国家自然科学基金青年项目（No. 71201177）, 2013.01-2015.12.主要参与.
11.不完美资本市场下中小企业供应链金融的风险与决策研究：基于MCDM的视角,国家自然科学基金面上项目(No. 71372191),2014.01-2017.12.主要参与.
12.An Investigation of Recommendation Approach for Custom Product Specification, Research Grants Council of Hong Kong (No.620609), 2010.01-2012.12.主要参与.
13.An Investigation of Probability-Based Configuration Design, Research Grants Council of Hong Kong (No. 620308), 2009.01-2010.12.主要参与.
14.Staged Commitment of Order Specifications for Custom Products, Research Grants Council of Hong Kong (No. 620507), 2007.07-2009.06.主要参与.
· 教研课题
1. 研究性教学方法在《供应链管理》课程教学中的实践，中央财经大学教改项目，2018.5-2019.5.主持
2. 2018年在线开放课程建设-运营管理，中央财经大学教改项目，2018.7-2019.6.主要参与.
· 学术奖励
1. 代宏砚（1/3），大数据驱动的新零售众包即时配送管理，华人学者管理科学与工程年会管理科学实践奖二等奖，2023.
2. 代宏砚（1/4），大数据驱动的决策范式转变—以个性化O2O即时物流调度为例，第二十二次中国物流学术年会优秀论文奖三等奖，2023.
3. 代宏砚(2/4), The value of personalized dispatch in O2O on-demand delivery services，第二十一次中国物流学术年会优秀论文奖一等奖，2022.
4. 代宏砚(1/3),Optimal staffing for online-to-offline on-demand delivery systems: in-house or crowd-sourcing drivers，第二十次中国物流学术年会优秀论文奖三等奖，2022.
5. 代宏砚（2/3），供应链协同和牛鞭效应研究，浙江省科技进步三等奖，2022.
6. 代宏砚（2/6），多级供应链库存管理与协同管理研究,中国物流与采购联合会科技进步二等奖, 2022.
7. 代宏砚（2/4），Dispatch optimization in O2O on-demand service with crowd-sourced and in-house drivers,第十九次中国物流学术年会优秀论文奖三等奖，2020.
8. 代宏砚（1/4），O2O on-demand delivery optimization with mixed driver forces.9th IFAC Conference on Manufacturing Modeling, Management, and Control会议最佳论文奖，2019.
9. 代宏砚（1/4），The value of personalized promotion for field experiment on O2O platform,INFORMS服务科学年会最佳论文奖第一名，2019.
10. 代宏砚(1/2), Workforce planning for O2O delivery systems with crowdsourced drivers，第十八次中国物流学术年会优秀论文奖三等奖，2019.
11. 代宏砚(1/3), Information Matters: An Empirical Study of the Efficiency of On-Demand Services，第十七次中国物流学术年会优秀论文奖三等奖，2018.
12. 代宏砚(1/3),库存不准确环境下考虑实时信息的供应链协同机制设计研究，中国物流学会，一等奖，第十六次中国物流学术年会优秀论文奖，2017。
13. 代宏砚(1/4), Bullwhip effect and supply chain costs with low- and high-quality information on inventory shrinkage，中国物流学会，优秀奖，第十五次中国物流学术年会优秀论文奖，2016。
14. 代宏砚(1/3)，A design method for supply chain traceability systems with aligned interests，中国物流学会，优秀奖，第十四次中国物流学术年会优秀论文奖，2015。
15. 代宏砚(1/3)，Design of Traceability Systems for Product Recall，中国物流学会，第十三次中国物流学术年会优秀论文奖，优秀奖，2014。
16. 代宏砚(1/2)，Collaborative design of RFID systems for multi-purpose supply chain applications，中国物流学会，第十二次中国物流学术年会优秀论文奖，三等奖，2013。
17. 代宏砚(1/2)，The Impacts of RFID Implementation on Reducing Inventory Inaccuracy in a Multi-stage Supply Chain，中国物流学会，第十一次中国物流学术年会优秀论文奖，二等奖，2012。
· 专利申请
1.代宏砚；陶家威；姜海；考虑预测不确定性的配送调度方法、装置及可存储介质，2022-8-17，中国，申请号202210840698.2
2.代宏砚；陶家威；姜海；一种考虑个性化配送能力的物流配送调度方法及系统，2022-7-23，中国，申请号202210840136.8
3.代宏砚；陶家威；姜海；一种基于场景推演的物流配送调度算法，2020-1-10，中国，申请号202010020350X
4.代宏砚；周伟华；肖沁；周云；一种基于增量算法的需求预测方法，2019-12-30，中国，201911393853.5
5.周伟华；代宏砚；周云；温岩；一种新产品需求的多阶段实时预测方法，2019-11-4，中国，申请号201911114233.3
· 国际会议及学术论坛发言
1. 会议：中国管理与科学年会，重庆，2023.11.11-12
题目：个性化O2O即时物流调度优化研究
2. 会议：华人学者管理科学与工程年会，深圳，2023.7.29-31
题目：大数据驱动的新零售众包即时配送管理
3. 会议：第五届中巴经济与社会发展国际学术研讨会议.Nov.16.2022
题目：Paradigm shift for big data-driven decision making – New paradigm for O2O on-demand logistics
4. 受邀讲座：北京理工大学明理讲堂，北京，Dec.3.2020
题目：Values of Personalization in O2O On-Demand Delivery with Crowd-Sourced Drivers
5. 会议:“‘一带一路’倡议与供应链创新”学术研讨会，兰州，Aug 28-31,2018
题目：Human behaviors in O2O on-demand delivery Order assignment and routing with crowd-sourced drivers
6. 会议：2018 Informs International, Taipei,17-20 June,2018
题目：Human behaviors in O2O on-demand delivery Order assignment and routing with crowd-sourced drivers
7. 会议：2018 POMS, Houston, USA , 4-7, May, 2018
题目：In-house or crowd-sourcing drivers Optimal staffing for online-to-offline on-demand delivery systems
8. 会议：2017 POMS, Seattle, USA (session chair)
题目：The impacts of information system integration on the efficiency of on-demand delivery
9. 受邀讲座：香港恒生管理学院，香港, 7-8 July, 2017
题目：Capacity planning for O2O on-demand delivery systems with crowd-sourcing
10. 会议：2016 MSOM, Auckland, New Zealand (session chair)
题目：Bullwhip effect and supply chain costs with low- and high-quality information on inventory shrinkage
11. 受邀讲座：新加坡南洋理工大学，新加坡
题目：The opportunities and challenges of Internet of Things in China
12. 会议：2015 IEEM International Conference, Singapore
题目：A Pricing Strategy to Align Supply Chain Interests for Product Recall
13. 会议: 2013年随机服务与运作管理学术年会,天津,中国
题目:信息共享程度对我国服装供应链库存成本的影响
14. 会议：Informs International Meeting 2012, Beijing, China
题目：Design of Traceability Systems for Supply Chain Management
15. 会议: Informs Annual Meeting 2010, Austin, USA
题目: Design of Traceability Systems for Product Recall
16. 会议: NSF CMMI Grantees Conference 2009, Hawaii, USA
题目: The Impacts of RFID Implementation on Reducing Inventory Inaccuracy in a Multi-stage Supply Chain
17. 会议: POMS Annual Meeting 2008, San Diego, USA
题目:RFID Justification in Multi-Stage Supply Chains Subject to Inventory Inaccuracy through Reducing Information Distortion Amplification
企业咨询项目
1. 基于AI大模型的电话销售优化管理,易点云，2023.1至今.
2. 基于机器学习的销量预测系统，易点云，2022.6至今.
3. 基于语音机器人的货运平台调度优化，云柚物流，2022.10-至今.
4. 数据驱动的需求预测研究，京东到家，2017.7-2019.4
5. 国家电网公司物力集约化管理框架研究，国家电网公司，2013.4-2014.6
6. 生物质能源供应链构建研究，中国工程院咨询研究项目，2013.1-2013.12
7. 物联网系统规划及评估研究，镇江市科技计划项目，2012.06-2013.06
8. 应用RFID及相关技术为进出口货物提供全流程质量监管回溯信息服务,香港货品编码协会&广东检验检疫局, 2009.4-2011.4.
9. 埃森哲中国供应链中心零售业供应链认证课程设计,埃森哲咨询有限公司, 2008.6-2008.7
10. Esquel集团全球供应链选址战略，美国斯坦福大学&Esquel集团, 2007.12-2008.3
11. AI/SM生产线优化配置及成本控制，香港Astec有限公司，2007.1-2007.6
12. 基于google地图将网络内容和新闻地点可视化，美国麻省理工大学，2006.8-2006.11
社会服务
· 国际期刊审稿：European Journal of Operational Research(SCI)，Journal of Business Research(SSCI), International Journal of Production Research (SCI)，International Journal of Production and Economics(SCI), Transportation Research Part E：Logistics and Transportation Review (SCI), International Journal of Shipping and Transport Logistics (SSCI).
· 学术兼职：中国物流学会特约研究员和理事，中国运筹学会行为运营分会理事，中国系统工程学会会员，国家自然科学基金委通讯评审专家。
