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NEWS BIG DATA-BASED METHOD AND SYSTEM FOR MONITORING AND ANALYZING RISK PERCEPTION INDEX

机译:基于新闻大数据的风险感知指数监测与分析方法

摘要

A big news data-based method and system for monitoring and analyzing a risk perception index, comprising: employing a social risk amplification theory and panic psychology propagation to perform real-time statistics on data in a database according to risk perception index division dimensions and indicators so as to obtain specific values of the indicators; utilizing a neural network model to construct a calculation model of the risk perception index, inputting a corpus, and determining the risk perception index by means of machine learning, matching a weight of each dimension and comprehensively calculating the indicators. On the basis of big data monitoring technology, after collecting the data, the data in the library is further processed, and the concept of social panic is quantified according to the theoretical basis of social and sexual science, so that the risk perception index becomes a measurable indication of the degree of social panic. The present invention may more easily and quickly show the psychological state of a society and guide policy making in all aspects of politics and economy.
机译:一种基于大新闻数据的风险感知指标监测与分析方法和系统,包括:运用社会风险放大理论和恐慌心理传播,根据风险感知指标划分维度和指标对数据库中的数据进行实时统计。以获得指标的具体值;利用神经网络模型构建风险感知指数的计算模型,输入语料库,通过机器学习,匹配各个维度的权重并综合计算指标,确定风险感知指数。在大数据监控技术的基础上,对数据进行收集后,对图书馆中的数据进行进一步处理,并根据社会科学和性科学的理论基础对社会恐慌的概念进行量化,使风险感知指数成为社会恐慌程度的可衡量指标。本发明可以更容易和快速地显示社会的心理状态,并指导政治和经济各个方面的政策制定。

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