师资力量
电子商务与物流系

2017.03 ~ 2020.02 高丽大学商学院 物流,服务与运营管理(Logistics, Service & Operations Management)专业 博士

1.论文(*指的是通讯作者)

个人主页:https://liufeng.mysxl.cn/

1.供应链管理与运营管理

[1]Liu, F., Fang, M.,Xiao, S.(S). *, & Shi, Y. (2024) Mitigating bullwhip effect in supply chains by engaging in digital transformation: the moderating role of customer concentration.Annals of Operations Research.https://doi.org/10.1007/s10479-024-05908-7(第一作者,SCI一区,ABS 3)

[2]Liu, F., Liu, C., Wang, X., Park, K., & Fang, M. * (2023). Keep concentrated and carry on: redesigning supply chain concentration in the face of COVID-19.International Journal of Logistics: Research and Applications.https://doi.org/10.1080/13675567.2023.2175803(第一作者,SSCI一区)

[3]Liu, F., Rhim, H., Park, K., Xu, J., & Lo, C. K. * (2021). HACCP certification in food industry: Trade-offs in product safety and firm performance.International Journal of Production Economics, 231,107838.https://doi.org/10.1016/j.ijpe.2020.107838(第一作者,SCI一区,ABS 3)

[4]Liu, F., Wang, Q., Zhang, Z., Fang, M. and Xiao, S.(S). *(2023). Lean inventory, fintech and financing: interactive influences on Chinese SMEs,Management Decision, 61(8), 2302-2321.https://doi.org/10.1108/MD-06-2022-0878(第一作者,SSCI二区)

[5]Liu, F., Kim, B. C. *, & Park, K. (2022). Supplier-base concentration as a moderating variable in the non-linear relationship between R&D and firm value.Asian Journal of Technology Innovation, 30(2), 342-363.https://doi.org/10.1080/19761597.2020.1853576(第一作者,SSCI二区)

[6]Liu, F.,& Park, K. * (2021). Managing firm risk through supply chain dependence: an SME perspective,Journal of Business & Industrial Marketing,36(12), 2231–2242.https://doi.org/10.1108/JBIM-05-2019-0229(第一作者,SSCI三区)

[7]Liu, F., Fang, M., Park, K., & Chen, X. * (2021)Supply chain finance, performance, and risk: How do SMEs adjust their buyer-supplier relationship for competitiveness?.Journal of Competitiveness,13(4), 78–95.https://doi.org/10.7441/joc.2021.04.05(第一作者,SSCI一区)

[8]Chen, X., Liu, C.,Liu, F.*, & Fang, M. (2021). Firm Sustainable Growth during the COVID-19 Pandemic: The Role of Customer Concentration.Emerging Markets Finance and Trade, 57(6), 1566-1577.https://doi.org/10.1080/1540496X.2021.190488(通讯作者,SSCI一区)

[9]Fang, M.,Liu, F., & Park, K. * (2024). Is inventory performance helping to improve SME credit ratings? The moderating role of supply chain concentration.Applied Economics Letters, 31(10), 880–884.https://doi.org/10.1080/13504851.2022.2156455(共同作者,SSCI三区)

[10]Fang, M.,Liu, F., Xiao, S., & Park, K.*(2023). Hedging the bet on digital transformation in strategic supply chain management: a theoretical integration and an empirical test.International Journal of Physical Distribution & Logistics Management. 53(4), 512-531.https://doi.org/10.1108/IJPDLM-12-2021-0545(共同作者,SSCI一区)

[11]Fang, M., Yu, Y., Park, K.,Liu, F., Xiao, S. S.*, & Shi, Y. (2024). Supply chain relationship dependencies and circular economy performance: The contingency role of digitalization capability.Journal of Purchasing and Supply Management, 100902.https://doi.org/10.1016/j.pursup.2024.100902(共同作者,SSCI一区)


2.机器学习深度学习与经济管理的交叉融合

[12]Sun, R,Liu, F. *, Li, Y., Wang, R. & Luo, J (2024) Machine Learning for Predicting Corporate Violations: How Do CEO Characteristics Matter? Forthcoming,Journal of Business Ethics.https://doi.org/10.1007/s10551-024-05685-0(通讯作者,SSCI一区,FT50

[13]Liu, F., Wang, R. & Fang, M.*. (2024) Mapping green innovation with machine learning: Evidence from China,Technological Forecasting and Social Change, 200, 123107.https://doi.org/10.1016/j.techfore.2023.123107(第一作者,SSCI一区,ABS 3

[14]Liu, F., Long, X., Zhang, Z., Lin, Dong., and Fang, M. *(2023). What makes you entrepreneurial? Using machine learning to investigate the determinants of entrepreneurship in China,China Economic Review, 81, 102029.https://doi.org/10.1016/j.chieco.2023.102029(第一作者,SSCI一区)

[15]Liu, F.,Huang, W., Zhang, J., & Fang, M.*.(2024). Corporate social responsibility in family business: Using machine learning to uncover who is doing good.Technology in Society, 102453.https://doi.org/10.1016/j.techsoc.2024.102453(第一作者,SSCI一区)

[16]Wang, M., Yu, Y., &Liu, F. *. (2023). Does Digital Transformation Curb the Formation of Zombie Firms? A Machine Learning Approach.Technology Analysis & Strategic Management.https://doi.org/10.1080/09537325.2023.2296007(通讯作者,SSCI二区)

[17]Zhang, J., Zhu, M. &Liu, F.*. (2023). Find who is doing social good: using machine learning to predict corporate social responsibility performance.Operations Management Research.https://doi.org/10.1007/s12063-023-00427-3(通讯作者,SSCI一区)

[18]Zhang, S., Luo, J., Wang, S., &Liu, F.*. (2023). Oil price forecasting: A hybrid GRU neural network based on decomposition–reconstruction methods.Expert Systems with Applications,218, 119617.https://doi.org/10.1016/j.eswa.2023.119617(通讯作者,SCI一区)

[19]Liu, C., Li, Y., Fang, M., &Liu, F. *. (2023). Using machine learning to explore the determinants of service satisfaction with online healthcare platforms during the COVID-19 pandemic.Service Business, 17, 449–476.https://doi.org/10.1007/s11628-023-00535-x(通讯作者,SSCI二区)

[20]Liu, W., Liu, C., Luo, J., &Liu, F.*(2024). How does digital transformation promote total factor productivity? Strategy, technology, and application.Managerial and Decision Economics, 45(5), 2739-2750.https://doi.org/10.1002/mde.4155(通讯作者,SSCI二区)

[21]Liu, C., Chen, Y., Huang, S., Chen, X., &Liu, F.*(2023). Assessing the Determinants of Corporate Risk-Taking Using Machine Learning Algorithms.Systems, 11(5), 263.https://doi.org/10.3390/systems11050263(通讯作者,SSCI一区)

[22]Sun, C., &Liu, F.*(2024). VSEM-SAMMI: An Explainable Multimodal Learning Approach to Predict User-Generated Image Helpfulness and Product Sales.International Journal of Computational Intelligence Systems, 17(1), 97.https://doi.org/10.1007/s44196-024-00495-8(通讯作者,SCI三区)


3.技术、创新、创业以及中小企业

[23]Liu, F., Dutta, D. K. *, & Park, K. (2020). From external knowledge to competitive advantage: absorptive capacity, firm performance, and the mediating role of labour productivity.Technology Analysis & Strategic Management,33(1), 18-30.https://doi.org/10.1080/09537325.2020.1787373第一作者,SSCI区)

[24]Cao, J.,Liu, F.*, Shang, M., & Zhou, X. (2021). Toward street vending in post COVID-19 China: Social networking services information overload and switching intention.Technology in Society, 66, 101669.https://doi.org/10.1016/j.techsoc.2021.101669(通讯作者,SSCI一区)

[25]Wang, X., Wong, Y. D.,Liu, F., & Yuen, K. F. * (2021). A push–pull–mooring view on technology-dependent shopping under social distancing: When technology needs meet health concerns.Technological Forecasting and Social Change, 173, 121109.https://doi.org/10.1016/j.techfore.2021.121109共同作者,SSCIABS 3

[26]Wang, X., Wong, Y. D.,Liu, F., & Yuen, K. F. (2023). Consumers' paradoxical motives of co-creation: From self-service technology to crowd-sourcing platform.Technological Forecasting and Social Change,197, 122934.https://doi.org/10.1016/j.techfore.2023.122934共同作者,SSCIABS 3

[27]Yu, W., Dai, S. *,Liu, F., & Yang, Y. (2022). Matching disruptive innovation paths with entrepreneurial networks: a new perspective on startups’ growth with Chinese evidence.Asian Business & Management,22, 878–902.https://doi.org/10.1057/s41291-022-00177-3共同作者,SSCI二区)

[28]Xu, J., &Liu, F.*,& Shang, Y. (2020). R&D investment, ESG performance and green innovation performance: evidence from China,Kybernetes,50(3), 737-756.https://doi.org/10.1108/K-12-2019-0793通讯作者,SCI三区)

[29]余维臻,陈立峰&刘锋.(2021).后发情境下创业企业如何成为“独角兽”——颠覆性创新视角的探索性案例研究.科学学研究,39(07):1267-1276.https://doi.org/10.16192/j.cnki.1003-2053.20200924.006(共同作者,CSSCI)

1.2024.01~2027.12,国家自然科学基金青年科学基金项目,国家安全视角下社交机器人的识别系统、传播机制与治理策略, 30万元,主持。

2. 2021.08~2024.12,教育部人文社会科学研究一般项目青年基金,供给侧结构性改革背景下僵尸企业的动态治理机制研究,8万元,主持。

3. 2023.01~2027.12,山东大学(威海)青年学者未来计划项目,人工智能驱动的供应链管理,20万元,主持。

4. 2023.09~2026.08,国家社会科学基金重点项目,中国推进全球海洋治理的实践及国际海洋话语权塑造研究,30万元,参与。

5. 2022.07~2025.06,国家社会科学基金一般项目,新发展格局下我国海洋产业净碳排放核算、影响机制与政策模拟研究,20万元,参与。

6. 2021.11~2022.01,企业横向项目,山东港口物流集团中国北方生活消费品分拨中心产业策划项目,10万元,参与。

7. 2017.01~2020.06,国家社会科学基金一般项目,后发情境下新创企业颠覆性创新及网络化成长研究,20万元,参与。

8. 2020.12,<大数据分析师(高级)>证书,工业和信息化部教育与考试中心颁发

目前团队经费充足,研究基础扎实,技术方法熟练,代码积累丰富。

欢迎有志于从事学术研究的,特别对供应链运营管理、数字治理、机器学习与深度学习感兴趣的同学报考商学院的企业管理学术硕士和工业工程与管理专业硕士。

更多信息请参考个人主页:https://liufeng.mysxl.cn/