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基于结构主题模型的公共数据授权运营政策分析

史卓润 赵玉攀 颜如玉

科技情报研究2025,Vol.7Issue(2):72-81,10.
科技情报研究2025,Vol.7Issue(2):72-81,10.DOI:10.19809/j.cnki.kjqbyj.2025.02.007

基于结构主题模型的公共数据授权运营政策分析

Analysis of Public Data Authorization Operation Policies Based on Structural Topic Model

史卓润 1赵玉攀 2颜如玉3

作者信息

  • 1. 西北农林科技大学人文社会发展学院,杨凌 712100
  • 2. 哈尔滨工业大学经济与管理学院,哈尔滨 150006
  • 3. 香港中文大学商学院,香港 999077
  • 折叠

摘要

Abstract

[Purpose/significance]The public data authorization and operation policy plays an important guiding role in further guiding and regulating the practice of public data authorization and operation,as well as promoting the devel-opment and utilization of public data.Analyzing the existing public data authorization and operation policies can pro-vide important references for the development of public data authorization and operation practices,as well as for poli-cy formulation and improvement.[Method/process]This article selects relevant policies on public data authorization and operation issued by various levels of government in China,and uses the structural topic model to analyze and evaluate the existing policy texts.[Result/conclusion]The research shows that existing public data authorization and operation policies focus on three main themes:data security,data sharing and openness,and operational supervi-sion.Among these,there is more emphasis on the supervision of public data operation platforms,while there is less attention paid to data security and data development.Based on this,the article proposes targeted countermeasures and suggestions,aiming to provide references for the practice of public data authorization and operation and policy formulation.

关键词

公共数据/授权运营/结构主题模型/政策分析/主题识别/主题分析/政策制定

Key words

public data/authorization operation/structural topic model/policy analysis/topic identification/topic anal-ysis/policy formulation

引用本文复制引用

史卓润,赵玉攀,颜如玉..基于结构主题模型的公共数据授权运营政策分析[J].科技情报研究,2025,7(2):72-81,10.

基金项目

国家自然科学基金项目"面向数字化转型的政府部门数据治理能力研究"(编号:72104203) (编号:72104203)

国家自然科学基金面上项目"数字乡村助推农业农村现代化发展:理论机制与实证检验"(编号:72474181). (编号:72474181)

科技情报研究

2096-7144

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