Construction of the Public Management Performance Assessment Algorithm Using Fuzzy Clustering.

This paper analyzes the limitations of the current public management performance evaluation system, puts forward a public management performance evaluation model based on fuzzy clustering, and expounds on the theoretical framework and principle of this method. In addition, this paper introduces the...

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Publicado en:Journal of Environmental & Public Health pp. 1 - 12
Autor principal: Zhang, Rong
Formato: research Journal Article
Publicado: Wiley-Blackwell 8/2/2022
Acceso en línea:Ver este registro en EBSCOhost
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        16879805
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      issn: 16879805
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      dt: 8/2/2022
      pid: 480
      pub: Wiley-Blackwell
      place: Malden, Massachusetts
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        NLM35958374
        158307452
        10.1155/2022/1272099
        NLM35958374
        158307452
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        atl: Construction of the Public Management Performance Assessment Algorithm Using Fuzzy Clustering.
      aug:
        au: Zhang, Rong
        affil: School of Marxism, Hubei Polytechnic University, Huangshi 435003, China
      sug:
        subj:
          Logic
          Algorithms
          Cluster Analysis
          Human
      ab: This paper analyzes the limitations of the current public management performance evaluation system, puts forward a public management performance evaluation model based on fuzzy clustering, and expounds on the theoretical framework and principle of this method. In addition, this paper introduces the concept and method of public management performance evaluation into the evaluation content system of government under the rule of law and realizes the combination of government under the rule of law theory and public management performance evaluation methodology. At the same time, through the analysis of the organizational system, technical system, institutional mechanism, result orientation, public satisfaction, and related index content, a public management performance evaluation index system is designed. Through macro and micro, qualitative and quantitative analysis and evaluation, the performance evaluation index system is improved, which provides an objective basis for forecasting and decision-making, control, and adjustment. The research shows that the highest accuracy of this clustering method can reach about 96%, and its accuracy is about 10% higher than that of the ID3 algorithm. It is expected that this research can make some contributions to the research of the public management performance evaluation index system. At the same time, it highlights the importance of research on performance evaluation of government ruled by law.
      pubtype: Academic Journal
      doctype:
        research
        Journal Article
      ougenre: Article
    language: English
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