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Cybernetics and Systems
An International Journal
Volume 54, 2023 - Issue 1
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Research Articles

Purchase Decision of GPPS: An Empirical Study Based on Machine Learning in China

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References

  • Acharjya, D., H. Sreekumar, and R. Gopalan 2020. Customer classification in Indian retail sector- a comparative analysis of various machine learning approaches. International Journal of Operations and Quantitative Management 26 (1):1–28. doi:10.46970/2020.26.1.1.
  • Breiman, L. 2001. Random forests. Machine Learning 45 (1):5–25. doi:10.1023/A:1010933404324.
  • Chen, F. 2006. Research on the driving factor, object and operation mode of service outsourcing in the public sector. Northern Economy and Trade (5):78–82.
  • Coase, R. 1937. The nature of the firm. Economica 4 (16):386–405. doi:10.1111/j.1468-0335.1937.tb00002.x.
  • Gao, F, and X. Su. 2017. Omnichannel retail operations with buy-online and pick-up in store. Management Science 63 (8):2478–92. doi:10.1287/mnsc.2016.2473.
  • García Rodríguez, M. J., V. Rodríguez-Montequín, P. Ballesteros-Pérez, P. E. D. Love, and R. Signor. 2022. Collusion detection in public procurement auctions with machine learning algorithms. Automation in Construction 133 (2):57–66.
  • Guttman, S. 2000. Trends in public/private sector partnerships. Journal of Leisure Property 21 (1):66–8.
  • Han, Q, and T. Sun. 2019. Study on the effectiveness and influence factors of government buying public services–based on an analysis of 153 cases during the period of 2007–2017. Journal of Public Management 3:62–72.
  • Hou, Z. 2016. On the framework of competition analysis and mechanism in China's outsourcing government-financed social service—based on case study of S City. Chinese Public Administration 000 (007):57–63.
  • Hu, G., and Y. Wu. 2015. The Practice exploration and development orientation of government purchasing public services: the case of Beijing. Chinese Public Administration 000 (009):44–8.
  • Jiang, A. 2016. A literature review of government purchasing public service performance and its influencing factors. Chinese Public Administration (5): 38–42.
  • Ju, H. 2010. Range of applications of contracting out for public services: contrast between theory and practice. Chinese Public Administration 000 (004):51–5.
  • Lavery, K. 1999. Smart contracting for local government services. San Francisco, CA: Margan Kaufmann, 11–3.
  • Li, H. 2015. Factors affecting public service contracting on transaction costs theory: experience from medical insurance. Finance and Trade Research 6 (3):104–11.
  • Li, J. 2013. Scientific cause, typical models and promotion strategies of the government purchases of. Public Services. Reform 12:17–29.
  • Liu, S. 2017. The value dimension and key elements of the performance evaluation in the government buying public service. On Economic Problems 1:56–61.
  • Liu, B., P. Cui, and Y. Zhao. 2010. Research on the decision-making factors of public services outsourcing. Journal of Public Management 7 (2):46–53.
  • Liu, X., C. Huang, and X. Yu. 2019. Patent evaluation with a machine learning approach. Journal of the China Society for Scientific and Technical Information 38 (4):402–10.
  • Moe, B. 1998. A smarter, better, faster, and cheaper government: contracting and geographic information systems. Public Administration Review 58 (4):335–40.
  • Pamucar, D., M. Mihajlovic, R. Obradovic, et al. 2017. Novel approach to group multi-criteria decision-making based on interval rough numbers: hybrid DEMATEL-ANP-MAIRCA model. Expert-Systems with Applications 88:58–80.
  • Shi, y, and H. Gao. 2017. Distinguishing and analyzing the relationship between administrative functions' transfer and procurement of public services. Chinese Public Administration 000 (003):11–4.
  • Steven, G, and R. Aidan. 1996. A framework for evaluating the government contracting—out decision with an application to information technology. Public Administration Review 56 (6):577–85.
  • Van Slyke, D. 2006. Agents or stewards: using theory to understand the government-nonprofit social service contracting relationship. Journal of Public Administration Research and Theory 17 (2):157–87. doi:10.1093/jopart/mul012.
  • Wang, L., H. Song, and Y. Wang. 2017. Pricing and service decisions of complementary products in a dual-channel supply chain. Computers & Industrial Engineering 105:223–33. doi:10.1016/j.cie.2016.12.034.
  • Wang, Y, and S. Wang. 2021. Research on early warning of financial distress of listed companies considering multi-dimensional efficiency. Chinese Journal of Management Science 29 (02):28–34.
  • Wang, W., H. Xu, and J. Zhu. 2020. DEMATEL decision-making method for large-scale groups from the perspective of complex networks. System Engineering Theory and Practice 41 (01):24–31.
  • Warner, M, and A. Hefetz. 2012. Insourcing and outsourcing: the dynamics of privatization among U. S. municipalities 2002–2007. Journal of the American Planning Association 78 (3):313–7. doi:10.1080/01944363.2012.715552.
  • Wei, N, and C. Liu. 2015. Boundaries and implementation mechanism of government purchasing public service. Chinese Public Administration 000 (001):73–6.
  • Wu, F., Z. Zhou, and Y. Liu. 2016. The US experience of contracting for public services and lessons for China: a case study of public service. Journal of Public Administration 4:4–22.
  • Xiang, X. 2015. Study of boundary issues in government purchasing public services in China. Chinese Public Administration 360:38–45.
  • Xiang, S., K. Zou, Z. Jiang, et al. 2016. Information security risk prediction of smart city based on random forest. Chinese Journal of Management Science 24:277–81.
  • Xu, J, and T. Zhao. 2013. Research on the evaluation mechanism of government purchasing public services. CASS Journal of Political Science 000 (005):87–92.
  • Yang, S, and L. Zhao. 2017. Application of random forest algorithm in urban air quality prediction. Statistics & Decision 8 (20):83–6.
  • Zhang, Z., C. Guo, and L. Martinez. 2017. Managing multigranular linguistic distribution assessments in large-scale maldistributed group decision making. IEEE Transactions on Systems, Man, and Cybernetics: Systems 47 (11):3063–76. doi:10.1109/TSMC.2016.2560521.
  • Zhang, R., S. Liu, and L. Bao. 2020. The dilemmas and optimization of social organizations participation in government purchase of public services–an analysis based on system field framework. Chinese Public Administration 000 (002):94–101.

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