2012 - 2013年澳门特别行政区施政报告关系的文本挖掘与分类分析

Shianghau Wu, S. Chu
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引用次数: 1

摘要

本研究旨在分析澳门特别行政区2012及2013年度施政报告的关键词。本研究的贡献包括以下两点。首先,本研究采用文本挖掘的方法对施政报告的内容进行挖掘。其次,运用支持向量机(Support Vector Machine, SVM)和随机森林分类分析方法,探索两年度施政报告关键词之间的关系。
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The text mining and classification analyses on the relationship of Macau special administrative region's policy addresses from 2012 to 2013
The study aimed at analyzing the keywords of the Macau Special Administrative Region's 2012 and 2013 annual policy addresses. The contribution of the study included the following two points. First, the study used the text mining method in order to explore the content of policy address. Second, the study applied the SVM (Support Vector Machine) and random forests classification analysis to explore the relationship of the keywords between the two years' policy addresses.
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