基于关联规则算法的乡村治理与资源禀赋建模分析

Q3 Environmental Science
Wenxiu Gan, Kaibing Wang
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引用次数: 0

摘要

目前,在农村资源禀赋的建模和分析中,忽略了要素之间的内在关系,导致对治理水平的判断不准确。因此,基于关联规则算法对乡村治理与建设资源禀赋进行建模与分析。识别农村治理资源要素特征作为信息基础,设计聚类算法确定关联规则和要素属性,并利用关联规则算法挖掘资源禀赋的内在关系。以农村治理资源禀赋信息为导向,选择评价指标,构建农村资源禀赋测度模型。实验结果表明,基于关联规则算法的建模分析结果与实际治理发展方向一致,而基于进化分析算法和特殊群体分析算法的建模分析结果与实际治理发展方向存在较大差异。因此,本文的建模分析更加准确,有利于治理政策和农村规划的准确实施。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of Rural Governance and Resource Endowment Modeling Based on Association Rule Algorithm
At present, in the modeling and analysis of rural resource endowment, the internal relationship of elements is ignored, resulting in inaccurate judgment of governance level. Therefore, the modeling and analysis of rural governance and construction resource endowment is based on association rule algorithm. Identify the characteristics of rural governance resource elements as the information basis, design the clustering algorithm to determine the association rules and element attributes, and use the association rules algorithm to mine the internal relationship of resource endowment. Taking the information of rural governance resource endowment as the direction, the evaluation index is selected, and the rural resource endowment measurement model is constructed. The experimental results show that the modeling analysis results based on association rule algorithm are consistent with the actual governance development orientation, while the modeling analysis results based on evolution analysis algorithm and special group analysis algorithm are quite different from the actual governance development orientation. Therefore, the modeling analysis in this paper is more accurate, which is conducive to the accurate implementation of governance policies and rural planning.
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来源期刊
Strategic Planning for Energy and the Environment
Strategic Planning for Energy and the Environment Environmental Science-Environmental Science (all)
CiteScore
1.50
自引率
0.00%
发文量
25
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