个人简介
代宏砚，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
ai驱动的运营管理（建模），基于大模型的人机协同（实证），即时物流网络优化（建模）
发表论文
[1] yuqian xu,hongyan dai*, wanfeng yan;identity disclosure and anthropomorphism in voice chatbot design: a field experiment, management science (utd). forthcoming, 2024.
[2] 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.
[3] baile lu, kewei zhou, shuai hao, hongyan dai*, la ta, weihua zhou. the influence of significant public health events on offline consumption and its pathways. journal of systems science and system (sci), 2024, 1-22.
[4] 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. forthcoming(sci), 2024.
[5] baile lu, kewei zhou, shuai hao,hongyan dai*, la ta, weihua zhou. the influence of significant public health events on offline consumption and its pathways. journal of systems science and system(sci). forthcoming, 2024.
[6] 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.
[7] hongyan dai, xiao, qin, chen, songlin. & zhou, weihua. data-driven demand forecast for o2o operations: an adaptive hierarchical incremental approach. international journal of production economics(sci), 259, 108833. 2023.
[8] hongyan dai., 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(sci), 114036.2023.
[9] 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(sci), 2022, 26(33), 311-330.
[10] 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，2024.1-13.doi:10.13587/j.cnki.jieem.2024.05.009.
[11] 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.
[12] 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
[13] 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.
[14] 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.
[15] 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.
[16] 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.
[17] 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.
[18] 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.
[19] hongyan dai; peng liu*; workforce planning for o2o delivery systems with crowdsourced drivers.annuals of operations research(sci), 2020, 291: 219-245.
[20] 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.
[21] 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.
[22] 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.
[23] 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.
[24] 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.
[25] 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.
[26] 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.
[27] 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.
[28] 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.
[29] 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.
[30] 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.
[31] 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.
[32] 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.
[33] 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.
[34] 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.
[35] 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.
[36] 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
[37] 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.
[38] 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.
[39] 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.
[40] 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.
[41] 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.
[42] 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.
2.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）, 2017.1-2019.12.主持.
3.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）, 2013.1-2015.12.主持.
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)，2017.1-2019.12.主持.
5.数据驱动的智慧物流运营决策,中财商学院“双一流”重点学科方向支持计划.2024.1-2026.12.主持.
6.大数据驱动的众包配送管理和决策研究,中财青年科研创新团队支持计划，2021.1-2023.12，主持.
7. 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
主要学术奖励
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(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.
3. 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.
4. 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.
5. 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.
6. 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.
7. 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，第十六次中国物流学术年会优秀论文奖一等奖，2017。
专利
1. 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，2023-12-31，中国，授权号202010020350x
2. 代宏砚；肖沁；周伟华；一种针对即时服务需求的自适应分层预测方法。2024-2-23，中国，申请号202410200581.7
3. 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
4. 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
5. 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
6. 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
企业合作项目
1. 基于深度学习框架的库存管理系统，易点淘网络技术有限公司, 2023.6至今
2. 三阶段人机协同的远距离即时物流优化管理，杭州讯蚁网络科技有限公司，2023.11至今
3. 基于大模型的语音机器人在金融销售领域的管理，摸象科技，2023.11至今
4. 基于ai大模型的电话销售优化管理，易点淘网络技术有限公司, 2022.12至今
5. 基于语音机器人的货运平台调度优化，云柚货运，2022.2-2022.12
6. 大数据驱动的新零售销量预测，安徽邻几便利店有限公司，2020.1-2021.3
7. 数据驱动的需求预测研究，京东到家，2017.7-2019.4
8. 国家电网公司物力集约化管理框架研究，国家电网公司咨询项目，2013.4-2014.6
9. 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
10. 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
社会服务
国际期刊审稿：production and operations management，european journal of operational research，journal of business research, international journal of production research，international journal of production and economics, transportation research part e：logistics and transportation review
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，国家自然科学基金委通讯评审专家
