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1. Liangbo Zhang, Linlin Mo, Xiaohui Sun, Zhimin Zhou, Jifan Ren*. (2025) “How Visual and Mental Human-Likeness of Virtual Influencers Affects Customer–Brand Relationship on E-Commerce Platform”Journal of Theoretical Application Electronic Commerce Research, 20(3), 200. https://doi.org/10.3390/jtaer20030200 .
2. Jafar Hussain*, Benjamin Lev, Jifan Ren （2025）. " Government Influence on AI Investment and Energy Leakage Mitigation Technology in SCM: Duality Modeling and Scenario Analysis" Sustainable Futures ( JCR Q2).
3. Shanshan Zhu, Tengyun Ma, Haotian Wu, Jifan Ren*, Daojing He*, Yubin Li, Rui Ge. (2025) "Expanding and Interpreting Financial Statement Fraud Detection UsingSupply Chain Knowledge Graphs", Journal of Theoretical and Applied Electronic Commerce Research.
4. Shanshan Zhu, Haotian Wu, Eric W. T. Ngai, Jifan Ren* , Daojing He, Tengyun Ma, Yubin Li. (2024). "A Financial Fraud Prediction Framework Based on Stacking EnsembleLearning", Systems, 12(12), 588-.
5. Haoyu Chen, Jifan Ren* (2024). "Can Influencer Persona Increase the Effectiveness of SocialMedia Video Ads? The Mediating Effect of ConsumerPerceptions of Self", Journal of Theoretical and Applied Electronic Commerce Research (SSCI JCR Q1,19(3), 2451-2475.
6. Mohammed Ismail Alhussam, Jifan Ren* , Pengyu Yan, Omar Abu Rish, Mohamad Ali Alhussam. “Data-driven approach based on hidden Markov model for detecting the status of bikes in Bike-Sharing systems”, Computers & Industrial Engineering (SSCI, JCR Q1), 196, 2024. https://doi.org/10.1016/j.cie.2024.110470
7. Jifan Ren, Qasir Abbas, Jafar Hussain, Danting Hu, Jimei Li. "AI？based green technology implementation simulation for achievingcarbon neutrality: exploring the role of subsidies and knowledgemanagement", Environmental Science and Pollution Research, 2024.
8. Shanshan Zhu, Junping Ji , Qisheng Huang, Shangyu Li, Jifan Ren* , Daojing He*, Yang Yang (2024) "Optimal scheduling and trading in joint electricity and carbon markets", Energy Strategy Reviews （SCI JCRQ1） , https://doi.org/10.1016/j.esr.2024.101426 .
9. Renee Rui Chen, Jifan Ren*, Yingsi Tan, Han An (2023) “ Can Skip Control Always Increase Effectiveness of Splash Advertisements in Mobile Apps? The Moderating Effect of User Habits”, International Journal of Human–Computer Interaction(SSCI IF: 4.92, JCR Q1) accepted and forthcoming. DOI：10.1080/10447318.2023.2266243.
10. Renee Rui Chen, Xiao Xiao, Kun Chen, Jifan Ren* (2023) "Presidential Attack Risk:The Impact of Trump’s Tweets on Financial Markets", Journal of Global Information Management, (SSCI, JCR Q2), 31(1), DOI: 10.4018/JGIM.325505.
11. Alhussam, M.I.; Ren, J.F.*, Yao, H.; Abu Risha, O. （2023）“Food Trade Network and Food Security: From the Perspective of Belt and Road Initiative”，Agriculture (SSCI JCR Q1), 13（8）, 1571. https://doi.org/10.3390/agriculture13081571 .
12. Jialiang Yang *, Jifan Ren , Meihui Zhao , Haoyu Chen andHuihan Wang (2023) "The impact of value co-creation on consumer citizenship behavior:Based on consumer perspective", Fronties in Psychology (SSCI JCR Q1) , 26.
13. N. Karamoko, J. Ge, J.F. Ren , and J. Wang (2023) "What matters for international consumers’ choice preferences for smartphones: Evidence from a cross-border ecommerce platform." PLoS One, 18(5), pp. 1-20.
14. N. Karamoko, J. Ge, J.F. Ren , and J. Wang (2023) “Perception of the purchase budget ( BGT ) and purchase intention in smartphone selling industry？: A cross-country analysis,” PLoS One, vol. 18, no. 7, pp. 1–27 .
15. Karamoko K, Ge J, Ren SJF , Wang J (2023) "Effect of One Belt One Road Initiative (OBORI) Policy on the International Spreadof Chinese Brands." Journal of Hotel & Business Management, 12:028.
16. Zhang L, Zhan G, Li Q and Ren J.F. *(2022) "Does platform type matter? A semanticanalysis of user attitude formation ononline platforms".Fronties in Psychology (SSCI JCR Q1) . 13:1005429.doi: 10.3389/fpsyg.2022.1005429.
17. Ren J.F., Yang J, Liu E and Huang F (2022) "Consumers’ willingness to pay premiumunder the influence of consumercommunity culture: From the perspectiveof the content creator".Fronties in Psychology (SSCI JCR Q1) . 13.
18. Lei, Y., Zhou, Q., Ren, J.F. and Cui, X. (2022), "From “personal” to “interpersonal": a multilevel approach to uncovering the relationship between job satisfaction and knowledge sharing among IT professionals", Journal of Knowledge Management, (SSCI JCR Q1), Vol. 26 No. 6, pp. 1566-1588.
19. Ren, J.F. , Yang, J.L., Zhu M.Y., & Majeed, S. (2021) "Relationship between consumer participationbehaviors and consumer stickiness onmobile short video social platform under thedevelopment of ICT: based on value co-creationtheory perspective", Information Technology for Development (SSCI JCR Q1) . (https://doi.org/10.1080/02681102.2021.1933882 ).
20. Chai, Y.X., Ren, S.J.F* ., Zhang, J.Q. (2021) "Managing piracy: Dual-channel strategy for digital contents", JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, (SCI, JCR Q3).
21. Chai, Y.X., Ren, S.J.F* ., Zhang, J.Q. (2021) "THE IMPACTS OF DIGITAL CONTENT PIRACY ANDCOPYRIGHT PROTECTION POLICIES WHEN CONSUMERSARE LOSS AVERSE", JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, (SCI, JCR Q3).
22. An, H., Ren, J.F.* (2020) "Research on Personalized Recommendation of Mobile Advertising Based on Content Filtering Interest Model", BASIC & CLINICAL PHARMACOLOGY, 126 (SCI, JCR Q3, IF=2.65).
23. An, H., Ren, J.F. * (2020) "XGBDeepFM for CTR Predictions in Mobile Advertising Benefits from Ad Context", Mathematical Problems in Engineering (SCI, JCR Q3, IF=1.01).
24. Wang, W., Chen, R.R., Ou, C.X.J., Ren, S.J.F. (2019) "Media or Message, Which is the King in Social Commerce?: An Empirical Study of Participants ’ Intention to Repost Marketing Messages on Social Media", Computers in Human Behavior (SSCI JCR Q1) 93，pp.173-191.
25. Lai, Y.Y., Sun, H.F., Ren, S.J.F*. (2018) "Understanding the determinants of big data analytics (BDA) adoption in logistics and supply chain management: An empirical investigation" International Journal of Logistics Management, 29（2）676-703 (SSCI).
26. Fosso Wamba, S.*, Gunasekaran A., Akter, S., Ren, S.J.F. , Dubey, R., & Childe, S.J. (2017) “Big data analytics and firm performance: Effects of dynamic capabilities”, Journal of Business Research (SSCI JCR Q1) , 70, 356-365, (SSCI).
27. Ren,S.J.F. , Fosso Wamba, S.*, Akter,S., Dubey, R., & Childe,R.D. (2017)"Modeling quality dynamics, business value and firm performance in a big data analytics environment", International Journal of Production Research (SSCI JCR Q1) ,55（17），pp.5011-5026 (SSCI/SCI, 2016 IF: 2.325).
28. J Zhou, LB Zhang, JF Ren* (2022) " The Role of Group Interaction in Danmu Comments for Live ECommerce" 2022 International Conference on Artificial Intelligence , Internet and Digital Economy (ICAID 2022). Atlantis Press, 2022: 372-381.
29. L Zhang, J Zhou, X Wu, JF Ren* . (2022) "Research on the Influence of Danmaku Interaction Characteristics on Sales Efficiency in TikTok E-commerce Live Streaming" / Annual conference of Journal of Marketing Science, China. (in Chinese，2022JMS博士生论坛优秀论文)
30. Liangbo Zhang, Jifan Ren* (2022) " Virtual Influencers: The effects of controlling entity, appearance realism and product type on advertisingeffect" International Conference on Human-Computer Interaction. Cham: Springer International Publishing, 2022.
31. Chen H, Ren JF* .(2022) "The effect of influencer persona on consumer decision-making towards short-form video ads—from the angle of narrative persuasion " [C]//International Conference on Human-Computer Interaction. Cham: Springer International Publishing, 2022: 223-234.
32. Yang JL, Ren JF*. (2020). " The Success of the Influence Selling-goods Economy on Mobile ShortVideo Social Platform: Based on the Perspective of Value Co-creation inthe Sharing Economy," The fourth International Conference onMarketing Science and Innovation (MSI2020), Hunan,2020.
33. 柴艳鑫, 任际范 ,张建强. 在线零售数字内容的盗版管控：零售商信息分享[C]//管理科学与工程学会 2021 年年会，杭州，中国，2021.
34. Sun S.D., Ren J.F. (2019) “Research on Blended Learning Mode Based on Rain Class” the 3rd International Conference on Culture, Education and Economic Development of Modern Society (ICCESE 2019, EI-index), 310, 1547-1550.
35. Wen Y., Ren J.F. (2019)“ Incentive Strategy and Learning Effect of Online Education APP, A Case Study of LAIX” the 3rd International Conference on Culture ,Education and Economic Development of Modern Society (ICCESE 2019, EI -index) , 310, 1524-1527.
36. Dong Q., Cun X., Ren J.F. (2019)“The Role of Perceived Teacher Support, Motivation , Learning Strategy in Studying on SPOC” the 3rd International Conference on Culture, Education and Economic Development of Modern Society (ICCESE 2019, EI-index), 310, 1360-1363.
37. Yang JL, Ren JF*. (2019). " Value Co-Creation in the Sharing Economy ： How to maintain thewillingness to repurchase services", 2019 International Conference on Management Science and Engineering (ICMSE), August 1-4, 2019. Daejeo, Korea.
38. An H, Liang XN, Ren JF* (2019). Understanding Mobile Splash Screen Advertising: The Effect of Skipping Control on Ad Effectiveness, 2019 International Conference on Management Science and Engineering (ICMSE), August 1-4, 2019. Daejeo, Korea.
39. Wu G, Liang XN, Ren JF* (2019). Research on the influence of social advertising features on advertising avoidance: based on Wechat and Weibo advertising, 2019 International Conference on Management Science and Engineering (ICMSE), August 1-4, 2019. Daejeo, Korea.
40. Yang JL, Ren JF* , Zhang RX (2019). Value Co-Creation in the Sharing Economy: How to Maintain the Willingness to Repurchase Services, 2019 International Conference on Management Science and Engineering (ICMSE), August 1-4, 2019. Daejeo, Korea.
41. Sun HF, Ren JF* (2018). Dose the Use of Big Data Analytics Guarantee a High Firm Performance ? An Empirical Study Bases on the Dynamic Capabilities Theory , 2018 International Conference on Management Science and Engineering (ICMSE), August 17-20, Frankfurt, Germany.
42. Zhu MY, Ren JF* (2018). Consumers' Response to Overlay Advertising: How Advertising Repetition Influence Brand Recall, 2018 International Conference on Management Science and Engineering (ICMSE), August 17-20, Frankfurt, Germany.
43. An H, Ren JF* , Zhu MY (2018). The Impact Factors of Online Book Reviews Usefulness: An Empirical Comparison Between ANN and SVM, 2018 15th International Conference on Service Systems and Service Management (ICSSSM), 21-22 July 2018, Hangzhou, China.
44. Zhu MY, An H, Sun HF, Ren JF* (2018). A Study of Acceptance of Weibo Forwarding Advertising Based on Motivation Theory , 2018 15th International Conference on Service Systems and Service Management (ICSSSM), 21-22 July 2018, Hangzhou, China.
45. An H and Ren JF* （2017）“Do Market Differences Influence Online Consumer’s Behavior? An Investigation of Online Movie Reviews Usefulness across Markets",2017INTERNATIONALCONFERENCEONMANAGEMENTSCIENCEANDENGINEERING，August17-20, Nomi,IshikawaPrefecture,Japan (157）(Minitrack Chair)
46. Lai, Y.Y., Ren, JF* (2017). " The Impact of Compensation Structure of Salespeople on Team Performance and Turnover Rate: the Moderated- Mediating Effect of Knowledge Sharing Behavior", 2016 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM2016), Bali, Indonesia.
47. Yixin (Sarah) Zhang, Zhixing Zhang, Jifan Ren (2016). " TRANSFORM FARMING WITH THE HELP OF SOCIAL MEDIAA PIONEERING CHINESE COMMUNITY SUPPORTED AGRICULTURE (CSA) FARMAND ITS MICRO BLOG USAGE", Proceedings of the Pacific-Asia Conference on Information System 2016 (PACIS 2016), June 27？July 1, 2016, Chiayi, Taiwan.
48. Lai, Y.Y., Ren, JF* (2016). "The Effect of Social Media Advertising on Consumer-Based Brand Equity and Behavioral Intention : A Case of WeChat News Feed Advertisements in China", 2016 International Conference on Management Science and Engineering, Olten, Switzerland.
49. An, H., Liu, H., Ren, J.F.* (2016). "An empirical study on inline impact factors of reviews usefulness based on movie reviews ", 13th International Conference on Service Systems and Service Management (ICSSSM). (EI-Index).
50. Yang, Y.An, H., Ren, J.F.*(2016). "Understanding WeChat continuance usage from the perspectives of flow experience, self-control, and communication environment", 13th International Conference on Service Systems and Service Management (ICSSSM). (EI-Index).
51. Ren, J.F.*, Li, R.N. (2015). "Enterprise's WeChat use and its impact on firm performance - from the perspective of value cocreation", 2015 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 1747-51. (EI-index).
52. Ren, J.F.*, Hu, C.H., Li, R.N. (2014). " A study on the influence of WeChat technology use and strategy alignment on SCM's performance ", 20th Americas Conference on Information Systems, AMCIS 2014, (EI-index).
53. Wang,W., Zhang, Y., Song, B.X., Ren, J.F*. (2014). "How to understand post-acceptance information system usage behaviors: perspective from IS success model", Pacific Asia Conference on Information Systems, PACIS2014. (EI-index).
54. Ren, S.J.F.*, Hu, C.H., Xie, P. (2013). "Would stress always lead to bad outcome ? The differentiation of job stress and mediating effects of job engagement ." 19th International Conference on Industrial Engineering and Engineering Management, p187-196. (EI-Index)
55. Ren, S.J.F.*, Bu Q., Zhou, M.J., Hu, C.H. (2013). "The influence of inter-enterprises value co-creation on innovation based on resource theories." 19th International Conference on Industrial Engineering and Engineering Management, Engineering Economics Management, p999-1007. (EI-Index).
56. Bu, Q., Ren, S.J.F.* Zhou, M.J. (2013). " Negative Information Communication: What can leaders do." 19th International Conference on Industrial Engineering and Engineering Management, Engineering Economics Management, p1381-1390. (EI-Index).
57. Ren, S. J.F.*, Ngai, E.W.T., Cho, V. (2009). “Governance mechanisms in outsourcing projects in transition economies”, 13th Pacific Asia Conference on Information Systems: IT Services in a Globle Environment, PACIS2009. (EI-Index).
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