Can Trending News Stories Create Coverage Bias? On the Impact of High Content Churn in Online News Media
Can Trending News Stories Create Coverage Bias? On the Impact of High Content Churn in Online News Media
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热门新闻报道会造成报道偏差吗？
DOI：
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发表时间：
2015
期刊：
影响因子：
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通讯作者：
K. Gummadi
中科院分区：
文献类型：
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作者：
Abhijnan Chakraborty;Saptasrshi Ghosh;Niloy Ganguly;K. Gummadi
在线新闻媒体网站目前是全世界大量用户的主要新闻来源。媒体网站发布的内容具有较高的时间流失，因为它们倾向于专注于推荐最近/突发新闻。分析数据从一个流行的在线大众媒体网站nytimes.com，以及一个流行的在线社交媒体网站twitter.com，我们表明，在流行的内容产生的流失可能会导致时间的覆盖偏见的故事，由用户消费，根据一天中的时间，当用户访问媒体网站。
Online news media sites are presently the primary sources of news for a large number of users world-wide. The content published by media sites have high temporal churn as they tend to focus on recommending recent / breaking news. Analyzing data from a popular online mass media site nytimes.com as well as a popular online social media site twitter.com, we show that the resulting churn in popular content can lead to temporal coverage biases in the stories that are consumed by a user, based on the time of the day when the user accesses the media sites.