新型冠状病毒时期新闻报道的情感分析

Guangjun Li, Lei Pan
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引用次数: 0

摘要

新型冠状病毒的传播对世界产生了重大影响。为了保护人们免受病毒的侵害,在研究、生产、医疗等方面都使用了大量的人员和物质来处理病毒。新闻报道是人们获取新冠病毒信息的重要途径。客观、及时的新闻报道可以为人们提供准确的信息和正确的应对方法,从而在战胜冠状病毒中发挥应有的作用。为了比较新闻报道的情感特征,运用自然语言处理的方法对新闻报道进行情感分析,包括新闻报道的主观性和极性。我们选取在世界上有重要影响的BBC和CNN的新闻网站进行对比分析。结果表明,BBC的新闻报道比CNN更积极,在主观方面,BBC新闻比CNN更真实。
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Sentiment Analysis of News Reports in the Period of New Coronavirus
The spread of new coronavirus has a significant impact on the world. To protect people from viruses, a large number of personnel and substances in research, production, medical treatment, and other aspects are used to deal with the virus. News reporting is an important way for people to obtain information about the coronavirus. Objective and immediate news reports can provide people with accurate information and correct response methods, thus playing their due role in defeating the coronavirus. In order to compare the emotional characteristics of news reports, the methods of natural language processing are used to conduct sentiment analysis on news reports, including the subjectivity and the polarity of news reports. We select the news websites of BBC and CNN, that have an important influence in the world, for comparative analysis. The results show that BBC news reports are more positive than CNN, and in terms of subjective, BBC News is more factual than CNN.
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