| 江华丽,曹祺,陈刚.政府公开信息自动标引的设计与实现[J].数字图书馆论坛,2019,(1):43~49 |
| 政府公开信息自动标引的设计与实现 |
| Design and Implementation of Automatic Indexing of Government Public Information |
| 投稿时间：2018-12-26 |
| DOI：10.3772/j.issn.1673-2286.2019.01.006 |
| 中文关键词: 政府信息公开；文本挖掘；自动化标引 |
| 英文关键词: Government Information Disclosure; Text Mining; Automated Indexing |
| 基金项目: |
| 作者 | 单位 | | 江华丽 | 武汉大学国家网络安全学院 | | 曹祺 | 灰觋集团有限公司 | | 陈刚 | 武汉大学国家网络安全学院 |
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| 摘要点击次数: 2171 |
| 全文下载次数: 1550 |
| 中文摘要: |
| 目前政府信息公开主要依据《中华人民共和国政府信息公开条例》，但站在用户视角，需要根据不同的使用场景进行适配，因此对公文进行自动化标引具有重要意义。本文基于自然语言处理技术，通过词频、词性和词义的实验和分析，提炼公文标题中的范式，对国务院1969—2018年的4 388条公文进行自动化标引。其中以地域关键词和行业关键词为例进行标引，标引后提炼相关关键词可以供相关渠道进行搜索和二次加工。本文主要处理标题的标引，尚未对全文进行标引。 |
| 英文摘要: |
| At present, government information disclosure is mainly based on the “Regulations on the Openness of Government Information of the People’s Republic of China”, but from the perspective of users, it needs to be adapted according to different usage scenarios. Therefore, it is of great significance to automate indexing of official documents. Based on natural language processing technology, this paper refines the paradigm in the official document title through the experiment and analysis of word frequency, part of speech and word meaning, and automatically indexes 4 388 official documents of the State Council from 1969 to 2018. In the case of regional keywords and industry keywords as an example, the relevant keywords can be searched and secondary processed after indexing. This article mainly deals with the indexing of the title, and the full text has not been indexed. |
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