Research on rapid construction methods and evaluation of health education resources in public health emergencies based on knowledge development

The core of this study established a pathway that rapidly and automatically converts authoritative epidemic announcements into personalized health education resources. The framework utilizes LIS technologies such as knowledge graphs and association rule mining to analyze the content of the announcements and achieve automatic resource generation. Empirical research shows that user acceptance of these resources depends primarily on their perceived usefulness and ease of use, with eHealth literacy playing an important moderating role in this process. The study's "analyze-generate-evaluate" closed-loop model can be extended to other crisis situations.

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Publication Details

Journal
Frontiers in Public Health
Published
2025-12-17
DOI
https://doi.org/10.3389/fpubh.2025.1686843
Primary Topic
Advanced Graph Neural Networks
Type
article
Field-Weighted Citation Impact
0.00

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article

Research on rapid construction methods and evaluation of health education resources in public health emergencies based on knowledge development

Lifeng Zhou, Rong Huang, Tao Jiang, Yi Zou
Frontiers in Public Health
Advanced Graph Neural Networks
article

Research on rapid construction methods and evaluation of health education resources in public health emergencies based on knowledge development

Lifeng Zhou, Rong Huang, Tao Jiang, Yi Zou
article en

Abstract

The core of this study established a pathway that rapidly and automatically converts authoritative epidemic announcements into personalized health education resources. The framework utilizes LIS technologies such as knowledge graphs and association rule mining to analyze the content of the announcements and achieve automatic resource generation. Empirical research shows that user acceptance of these resources depends primarily on their perceived usefulness and ease of use, with eHealth literacy playing an important moderating role in this process. The study's "analyze-generate-evaluate" closed-loop model can be extended to other crisis situations.

Frontiers in Public HealthVol. 13
Guilin Medical University (CN), Community Health Center (US)
Shanghai Pudong New Area Health Commission
Openalex Percentile: Top 78%
Advanced Graph Neural Networks
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