在LK-99超导争议中的感知和论证:一种情绪和论证采矿分析
Eunhye Kim1, Wei Luo2, Hunkoog Jho3
1Institute of Knowledge Integration & Design, Dankook University, Yongin, Korea.
Scientific reports
|April 17, 2025
概括
公众对室温超导体LK-99的看法各不相同,新闻和YouTube显示了积极的情绪,而评论则是消极的. 在专业内容中发现了结构化的论点,与大多数用户评论不同.
科学领域:
- 材料科学 材料科学 材料科学
- 科学社会学科学社会学
- 计算语言学 计算语言学
背景情况:
- 宣布LK-99作为一个潜在的室温,环境压力超导体,引起了大量的公众兴趣和辩论.
- 了解公众的看法和科学话语对于有效的科学传播至关重要.
研究的目的:
- 调查公众对LK-99.9的看法和论证模式.
- 分析数字媒体中关于新型科学主张的情绪和话语.
主要方法:
- 情绪分析和计算论证挖掘应用于YouTube视频,评论和新闻文章.
- 分析了797个YouTube视频,71,096条评论和1,329篇新闻文章,这些视频来自2023年至2024年.
主要成果:
- 新闻和YouTube内容显示了波动的积极情绪,而用户评论主要是负面的.
- 专业内容包含结构化的论点 (专家意见,可观察到的迹象,后果),与许多用户评论不同.
- 非专家频道比专门的科学频道获得了更高的观众参与度.
结论:
- 数字科学沟通是复杂的,在平台和用户类型上有不同的情绪和论点.
- 需要适应性策略来将专家证据与公共话语联系起来.
- 提供了建议,以提高公众对数字空间科学进步的理解.
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