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使用新闻头条描述新闻传播的障碍
Abdul Sittar1,2, Dunja Mladenić1,2, Marko Grobelnik2
1Information and Communication Technologies, Jožef Stefan International Postgraduate School (IPS), Ljubljana, Slovenia.
Frontiers in artificial intelligence
|September 15, 2023
概括
这项研究使用新闻标题情绪和语义知识来分类新闻传播障碍. 该方法显著改善了对文化,经济,政治和地理障碍的检测.
科学领域:
- 自然语言处理自然语言处理.
- 计算语言学 计算语言学
- 媒体研究 媒体研究
背景情况:
- 新闻标题是了解新闻传播障碍的有价值数据.
- 对媒体应用来说,对这些障碍 (文化,经济,政治,语言,地理) 的分类至关重要.
- 现有的方法通常仅依赖于标题文本.
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