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What Prompts Users to Click on News Headlines? A Clickstream Data Analysis of the Effects of News Recency and Popularity

机译:什么促使用户点击新闻标题?新闻新闻和人气效果的轧杠数据分析

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A new headline nowadays has to compete for readers' attention and sometimes it needs to entice readers to click and read the news article. The peripheral indicators of news headlines would provide visual suggestions for user to decide on which news to read and which to ignore. This study focused on the recency and popularity indicators of online news. For the purpose of revealing the relationships between news recency/popularity and users' clicking behavior, a 2-month server log file containing 39,990,200 clickstream records from an institutional news site was analyzed in combination with the news recency and popularity information crawled from its homepage. It was found that more recent or more popular news headlines received more clicks. The results have important implications for news providers in creating effective news headlines and in publishing and disseminating news more responsibly. The introduction of unobtrusive clickstream data to user behavior analysis is a major methodological contribution.
机译:现在,新的标题必须争夺读者的注意力,有时它需要吸引读者点击并阅读新闻文章。新闻标题的外围指标将为用户提供可视化建议,以确定要读取的新闻以及忽略的新闻。本研究重点关注在线新闻的新闻和受欢迎程度指标。为了揭示新闻性新闻/受欢迎程度和用户点击行为之间的关系,分析了一个2个月的服务器日志文件,其中包含来自机构新闻网站的39,990,200个单击流记录,并与其主页逐步爬行的新闻新闻和普及信息。发现,最近或更多流行的新闻头条新闻接收更多点击。结果对新闻提供商创建有效新闻标题以及更负责任地发布和传播新闻的重要意义。向用户行为分析引入不引人注目的点击流数据是一种主要的方法论贡献。

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