师资力量
副教授

2017.03 ~ 2020.02 高丽大学yl12311线路检测 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,yl12311线路检测(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yl12311线路检测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/