基于多类支持向量机的社会稳定性评价

Qianqian Li, Yijun Liu, Wenyuan Niu
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引用次数: 0

摘要

在“改革、发展、稳定”的关系中,社会稳定是一个国家运转良好的基础。因此,本文从社会物理学的核心组成部分——社会燃烧理论的视角出发,深入探究社会有时出现不稳定现象的根源,建立评价社会稳定趋势的指标体系。在此基础上,利用多类支持向量机构建了社会稳定性评价的数学模型。结果分析表明,多类支持向量机的预测结果与实际情况基本吻合,对构建和谐社会具有重要意义。
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Evaluation of Social Stability Based on Multi-class Support Vector Machine
In the relationship of "Reform, Development, Stability", social stability is the foundation of making a nation work well. Therefore, this paper gets into the in-depth source on why the society shows unstable sometimes and establishes an index system for evaluating the social stability trend from the perspective of social combustion theory which is the kernel component of social physics. Furthermore, we construct a mathematical model to assess the social stability by applying multi-class support vector machine. By result analysis, the prediction of multi-class support vector machine is much identical to the reality, which is significant to construct a harmony society.
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