数字图书馆论坛2025，Vol.21Issue(6)：10-20,11.DOI:10.3772/j.issn.1673-2286.2025.06.002
面向数据治理的主体注意力趋同分析模型及实证研究
Model for Analyzing Convergence of Attention Among Data Governance Entities and Empirical Research
陈荣 1赵冰燕 1李建霞 1严素梅1
作者信息
- 1. 华东理工大学科技信息研究所,上海 200237||华东理工大学商学院,上海 200237
- 折叠
摘要
Abstract
Data governance is the key to fully unlocking and leveraging the value of data,and its effectiveness enhancement requires the collaborative participation of multiple entities.Research on the convergence of attention among data governance entities primarily explores the consistency of their focus areas,offering significant reference value for optimizing collaborative data governance systems and ensuring the effectiveness of data governance.Based on the BERTopic model and weighted keyword topic convergence calculation,this study constructs an attention convergence analysis model tailored to the data governance domain.This model is used to perform topic modeling and convergence calculation on data representing the attention of data governance entities in a specific field.By analyzing the differences in attention allocation based on the evolution of entity attention,the model calculates the convergence degree of entity attention,thereby quantitatively assessing the current state of attention convergence among data governance entities in the relevant field.This analysis model provides decision-makers with an analytical framework and evaluation dimensions to understand the trends in the attention of data governance entities.Taking the healthcare sector as an example,the study indicates that entities in this sector exhibit a high degree of attention convergence in data management systems,focusing on data management,data security,and data sharing.However,attention convergence degree in data value systems is generally low,with primary focus on data quality and service evaluation.关键词
数据治理/主体/注意力趋同/趋同分析/动态演化/健康医疗Key words
Data Governance/Entity/Attention Convergence/Convergence Analysis/Dynamic Evolution/Health Care分类
社会科学引用本文复制引用
陈荣,赵冰燕,李建霞,严素梅..面向数据治理的主体注意力趋同分析模型及实证研究[J].数字图书馆论坛,2025,21(6):10-20,11.
