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METHOD AND APPARATUS FOR SENTIMENT ANALYSIS ON SECURITY RESEARCH REPORT USING BIG DATA, AND COMPUTER DEVICE

机译:大数据的安全性研究报告的情感分析方法及装置,计算机装置

摘要

A method for sentiment analysis on a security research report using big data. The method comprises: receiving an input security research report to be analyzed (S01); performing sentence segmentation on said security research report, so as to obtain segmented sentences (S02); performing word segmentation on the segmented sentences to obtain segmented words (S03); determining a predictive segmented sentence by using a sentiment dictionary based on the segmented words (S04); determining sentiment types of the segmented words in the predictive segmented sentence according to the sentiment dictionary (S05); scoring the predictive segmented sentences based on the sentiment types of the segmented words and by using pre-set scoring rules (S06); calculating, based on scoring calculation, the overall sentiment score of said security research report (S07); and according to a result of comparison between the overall sentiment score of said security research report and a pre-set score threshold value, acquiring a sentiment analysis result of said security research report (S08). The sentiment analysis on a security research report is implemented using a big data analysis and intelligent scoring method, which can solve the problem of low efficiency and accuracy of a sentiment analysis solution for a security research report in the prior art, and improve the efficiency and accuracy of sentiment analysis on the security research report.
机译:一种使用大数据对安全性研究报告进行情感分析的方法。该方法包括:接收要分析的输入安全性研究报告(S01);以及对所述安全研究报告进行句子分割,以得到句子分割(S02);对分割后的句子进行分词,得到分割后的词(S03);基于分段词,通过使用情感词典确定预测分段句(S04);根据所述情感字典确定所述预测分段句中的分段词的情感类型(S05);基于分段词的情感类型并使用预设的评分规则对预测性分段句子进行评分(S06);基于得分计算,计算所述安全性研究报告的整体情感得分(S07);根据所述安全研究报告的整体情感评分与预设得分阈值的比较结果,获取所述安全研究报告的情感分析结果(S08)。利用大数据分析和智能评分方法对安全研究报告进行情感分析,可以解决现有技术中安全研究报告的情感分析解决方案效率低,准确性低的问题,提高了效率和效率。安全研究报告中情绪分析的准确性。

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