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"他助"还是"自助":基于LDA主题模型的老年数字包容政策差异研究

钱家焕 余丽智

数字图书馆论坛2024,Vol.20Issue(7):63-71,9.
数字图书馆论坛2024,Vol.20Issue(7):63-71,9.DOI:10.3772/j.issn.1673-2286.2024.07.007

"他助"还是"自助":基于LDA主题模型的老年数字包容政策差异研究

Others-Help or Self-Help:Variations in Elderly Digital Inclusion Policies Based on LDA Topic Model

钱家焕 1余丽智2

作者信息

  • 1. 浙江大学公共管理学院,杭州 310058
  • 2. 中南大学公共管理学院,长沙 410075||中南大学地方治理研究院,长沙 410083
  • 折叠

摘要

Abstract

Building a digitally inclusive society is an important part of promoting digital China construction.Analyzing the objectives and operational domains of digital inclusion policies is of great significance for the formulation and implementation of relevant policies.Taking elderly digital inclusion policies issued by governments at different levels in China as the research object,this paper explores the theme types and differences of digital inclusion policies based on the LDA topic model.It explains the differences of elderly digital inclusion policies among local governments from the perspective of technology-social interaction theory.Six themes of China's elderly digital inclusion policies are identified,revealing that the current elderly digital inclusion policies can be clustered into two types:"basic guarantees(others-help)"and"application enhancement(self-help)".When local governments make elderly digital inclusion policies,they are affected by both local technology supply level and social demand level,and follow the principle of adapting to local conditions.Based on this,four ideal types are formed.This study contributes to a deeper understanding of the government's digital transformation process and provides a knowledge contribution to building a digitally inclusive society.

关键词

数字包容/数字鸿沟/政策研究/LDA主题模型

Key words

Digital Inclusion/Digital Divide/Policy Research/LDA Topic Model

分类

社会科学

引用本文复制引用

钱家焕,余丽智.."他助"还是"自助":基于LDA主题模型的老年数字包容政策差异研究[J].数字图书馆论坛,2024,20(7):63-71,9.

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