传染病与病毒信息传播:关键差异和公开挑战
Matteo Cinelli1, Francesco Gesualdo2
1Department of Computer Science, Sapienza University of Rome, Via Regina Elena 295, Rome, 00100, Italy, 39 3397898012.
JMIR infodemiology
|May 7, 2025
概括
未来的传染病会对公众健康构成重大风险. 通过区分与健康相关的信息流行病与一般病毒信息传播,推进信息流行病学对准备至关重要.
科学领域:
- 公共卫生 公共卫生
- 数据科学数据科学数据科学
- 信息科学 信息科学 信息科学
背景情况:
- COVID-19 流行病突显了信息流行病的威胁.
- 人工智能在卫生危机中放大了信息风险.
- 积极的传染病学对于未来的公共卫生准备至关重要.
研究的目的:
- 为了区分信息流行与一般的病毒信息传播.
- 分析与健康相关的信息流行病的独特特征.
- 识别信息传染学的挑战和未来的研究方向.
主要方法:
- 整合数据科学和公共卫生专业知识.
- 检查信息流行期间信息生产与病毒传播的区别.
- 分析背景,信息动态,错误信息,社会影响和缓解.
主要成果:
- 传染病和病毒传播因背景,动态,错误信息的作用和社会影响而有所不同.
- 关键的区别包括与健康危机的关联和信息可预测性.
- 在定义信息流行病的规模和范围方面仍然存在挑战.
结论:
- 需要在信息流行病和病毒传播之间进行强有力的区分.
- 未来的研究应该专注于量化方法,以定制管理策略.
- 信息病理学需要持续发展,以应对不断变化的信息景观.
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