文献类型：期刊文献

中文题名：北京市科技金融政策供需匹配研究——基于LDA政策文本计量方法

英文题名：Research on Supply and Demand Matching of Beijing’s Finance Policies of Sci-tech:Based on LDA Policy Text Measurement

作者：刘微[1];王慧[1];雷蕾[2];于龑[1]

第一作者：刘微

机构：[1]北京联合大学商务学院,北京100025;[2]中国银行总行,北京100010

第一机构：北京联合大学商务学院

年份：2023

期号：1

起止页码：52-60

中文期刊名：经济问题

外文期刊名：On Economic Problems

收录：CSTPCD;;国家哲学社会科学学术期刊数据库;北大核心:【北大核心2020】；

基金：北京市哲学社会科学基金项目“北京市科技金融网络协同对企业创新绩效影响机制的研究”(16YJC045)。

语种：中文

中文关键词：科技金融;LDA主题发掘;政策文本计量

外文关键词：finance of sci-tech;LDA topic mining;policy text measurement

摘要：北京定位于全国科技创新中心,高度重视科技金融的发展,并出台了一系列科技金融政策。基于主题分布分析路径,采用融合文本分类、主题挖掘和训练集预测的政策文本计算方法,对北京市科技金融政策文本及新闻文本挖掘搜集并整理分类,运用LDA模型从供需匹配的角度分析科技金融政策效果,并识别出3类政策主题,且匹配度在整体上处于较吻合的状态,说明北京市科技金融政策基本满足市场主体的科技创新需求,但在推动科技园区建设与发展方面仍然相对宽泛,因此,需要落实科技金融政策对科技园区建设规划的精准支持。
Beijing positioned as the national sci-tech innovation center,attaches great importance to the financial support to science and technology,and has issued a series of finance policies of sci-tech.Based on the theme distribution analysis path,this paper adopts the policy text calculation method integrating theme mining,text classification,theme mining and training set prediction to mine,collect,sort and classify the finance policies of sci-tech texts and news texts in Beijing,and uses LDA model to analyze the effect of finance policies of scitech from the perspective of supply and demand matching,and identifies three types of policy themes,and the matching degree is relatively consistent on the whole.It shows that Beijing’s finance policies of sci-tech basically meet the needs of market participants for science and technology innovation,but there are still problems that the finance policies of sci-tech are relatively grand in promoting the construction and development of science and technology parks,and it is necessary to implement the precise support of finance for the construction planning of science and technology parks and refine the details of financial policies.