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Analysing and understanding news consumption patterns by tracking online user behaviour with a multimodal research design

机译:通过多模态研究设计跟踪在线用户行为来分析和理解新闻消费模式

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摘要

Understanding people's online behaviour has traditionally been a field of interest of commercial research agencies. However, academic researchers in a variety of fields are interested in the same type of data to gain insights in the Web behaviour of users. Digital Humanities scholars interested in the use of digital collections are, e.g., interested in the navigation paths of users to these collections. In our case we wanted (1) to analyse the way news consumers visit news websites and (2) understand how these websites fit in their daily news consumption patterns. Until now most common applied scholarly research methods to analyse online user behaviour focus on analyses of log files provided by website owners or recalled user behaviour by survey, diary, or interview methods. Only recently scholars started to experiment with gathering real-world data of Web behaviour by monitoring a group of respondents. In this article we describe the set-up of 'The Newstracker', a tool that primarily allowed us to analyse online news consumption of a group of young Dutch news users on their desktop and laptop computers. We demonstrate the workflow of the Newstracker and how we designed the data collection and pre-processing phase. By reflecting on the technical, methodological, and analytical challenges we encountered, we illustrate the potential of online monitoring tools such as the Newstracker. We end our article with discussing its limitations by stressing the need for a multimethod study design when aiming not only to analyse but also to understand online user behaviour.
机译:传统上,了解人们的在线行为一直是商业研究机构感兴趣的领域。然而,各个领域的学术研究人员都对相同类型的数据感兴趣,以深入了解用户的 Web 行为。例如,对数字馆藏的使用感兴趣的数字人文学者对用户对这些馆藏的导航路径感兴趣。在我们的案例中,我们希望(1)分析新闻消费者访问新闻网站的方式,以及(2)了解这些网站如何适应他们的日常新闻消费模式。到目前为止,大多数用于分析在线用户行为的常用学术研究方法都集中在分析网站所有者提供的日志文件或通过调查、日记或访谈方法回忆的用户行为。直到最近,学者们才开始尝试通过监控一组受访者来收集真实世界的网络行为数据。在这篇文章中,我们描述了“新闻追踪器”的设置,这个工具主要允许我们分析一群年轻的荷兰新闻用户在台式机和笔记本电脑上的在线新闻消费。我们演示了 Newstracker 的工作流程以及我们如何设计数据收集和预处理阶段。通过反思我们遇到的技术、方法和分析挑战,我们说明了新闻跟踪器等在线监控工具的潜力。在文章的最后,我们讨论了它的局限性,强调在不仅要分析而且要了解在线用户行为时,需要多方法研究设计。

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