假新闻检测的概述:从一个新的视角
Bo Hu1, Zhendong Mao1, Yongdong Zhang1
1School of Information Science and Technology, University of Science and Technology of China, Hefei 230022, China.
Fundamental research
|April 1, 2025
概括
这项调查通过分析故意创建,异形传输和有争议的接收来审查假新闻检测方法. 它为打击错误信息提供了新的视角,并确定了未来的研究方向.
科学领域:
- 信息科学 信息科学 信息科学
- 计算机科学 计算机科学
- 社会科学 社会科学 社会科学
背景情况:
- 互联网促进了信息的快速传播,但也放大了虚假新闻,对社会产生了负面影响.
- 检测假新闻对于验证文本,图像和视频中的内容真实性至关重要.
- 现有的研究工作重点是打击错误信息的广泛传播.
研究的目的:
- 提供关于虚假新闻检测的全面调查.
- 通过其传播过程来分析假新闻:有意的创作,异形传输和有争议的接收.
主要方法:
- 总结假新闻的三个内在特征:故意创造,异形传输和有争议的接收.
- 讨论基于这些特征的现有假新闻检测方法.
主要成果:
- 基于虚假新闻的创建,传播和接收,对虚假新闻的结构化理解.
- 检测方法的分类与假新闻特征保持一致.
结论:
- 该评论为了解和打击假新闻提供了一个新的视角.
- 确定了技术进步的趋势,并建议了假新闻检测的未来研究方向.
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