Research on Weapon Equipment Procurement Policy Hot Topics Based on LDA Model

Xiaosong Li, Xinran Peng, Zenghua Li
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Abstract

A scientific, systematic and standardized procurement policy of weapon equipment is an important guarantee for the modernization of weapon equipment. This paper proposed the hot topic analysis of weapon equipment procurement policy based on the LDA model, analyzed the keywords of weapon equipment procurement policy text, used the LDA model to analyze the text topic, obtained the topic and topic word probability distribution, and calculates the text topic popularity. On this basis, hot topics such as weapon equipment procurement project management, supervision and inspection, license management, confidentiality management, and fair competition were analyzed. The research conclusions provide reference for finding the hot topics of weapon equipment procurement policy and further improving weapon equipment procurement policy system.
基于LDA模型的武器装备采购政策热点问题研究
科学、系统、规范的武器装备采购政策是武器装备现代化的重要保障。本文提出了基于LDA模型的武器装备采购政策热点话题分析,分析了武器装备采购政策文本的关键词,利用LDA模型对文本主题进行分析,得到了主题和主题词的概率分布,并计算了文本主题的流行度。在此基础上,对武器装备采购项目管理、监督检查、许可证管理、保密管理、公平竞争等热点问题进行了分析。研究结论为寻找武器装备采购政策热点,进一步完善武器装备采购政策体系提供参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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