首页> 外文会议>IEEE International Conference on Data Mining Workshops >To Love or to Loathe: How is the World Reacting to China's Rise?
【24h】

To Love or to Loathe: How is the World Reacting to China's Rise?

机译:爱还是讨厌:世界对中国的崛起有何反应?

获取原文

摘要

China has experienced a spectacular economic growth in recent decades. Its economy grew more than 48 times from 1980 to 2013. How are the other countries reacting to China's rise? Do they see it as an economic opportunity or a security threat? In this paper, we answer this question by analyzing online news reports about China published in Australia, France, Germany, Japan, Russia, South Korea, the UK and the US. More specifically, we first analyze the frequency with which China has appeared in news headlines, which is a measure of China's influence in the world. Second, we build a Naive Bayes classifier to study the evolving nature of the news reports, i.e., whether they are economic or political. We then evaluate the friendliness of the news coverage based on sentiment analysis. Empirical results indicate that there has been increasing news coverage of China in all the countries under study. We also find that the emphasis of the reports is generally shifting towards China's economy. Here Japan and South Korea are exceptions: they are reporting more on Chinese politics. In terms of global sentiment, the picture is quite gloomy. With the exception of Australia and, to some extent, France, all the other countries under examination are becoming less positive towards China.
机译:近几十年来,中国经济取得了惊人的增长。从1980年到2013年,中国的经济增长了48倍以上。其他国家对中国的崛起有何反应?他们将其视为经济机会还是安全威胁?在本文中,我们通过分析在澳大利亚,法国,德国,日本,俄罗斯,韩国,英国和美国发布的有关中国的在线新闻报道来回答这个问题。更具体地说,我们首先分析中国出现在新闻头条上的频率,这是衡量中国在世界上影响力的量度。其次,我们建立一个朴素的贝叶斯分类器来研究新闻报道的不断发展的本质,即新闻报道是经济报道还是政治报道。然后,我们根据情感分析评估新闻报道的友好程度。实证结果表明,在所有研究的国家中,中国的新闻报道都在增加。我们还发现,报告的重点通常正在转向中国的经济。在这里,日本和韩国是个例外:它们报道了更多有关中国政治的报道。就全球情绪而言,情况令人沮丧。除澳大利亚外,在某种程度上,法国除外,所有其他接受审查的国家对中国的积极性都下降了。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号