User interaction pa erns with mobile apps and noti cations are generally complex due to the many factors involved. However a deep understanding of what in uences them can lead to more acceptable applications that are able to deliver information at the right time. In this paper, we present for the rst time an in-depth analysis of interaction behavior with noti cations in relation to the location and activity of users. We conducted an in-situ study for a period of two weeks to collect more than 36,000 noti cations, 17,000 instances of application usage, 77,000 location samples, and 487 days of daily activity entries from 26 students at a UK university.Our results show that users’ a ention towards new noti cations and willingness to accept them are strongly linked to the location they are in and in minor part to their current activity. We consider both users’ receptivity and a entiveness, and we show that di erent response behaviors are associated to di erent locations. ese ndings are fundamental from a design perspective since they allow us to understand how certain types of places are linked to speci c types of interaction behavior. is information can be used as a basis for the development of novel intelligent mobile applications and services.
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机译:由于涉及的许多因素,用户交互PA欧尔斯通常是复杂的。然而,深入了解他们的大量,它们可以导致能够在合适的时间提供信息的更具可接受的应用程序。在本文中,我们展示了与用户的位置和活动相关的Noti阳离子的交互行为的深入分析。我们在两周内进行了一个原位研究,以收集超过36,000名的申请用法,77,000个地点样本的17,000个,以及英国大学的26名学生的每日活动条目的487天。我们的结果表明用户对新的Noti阳离子和接受它们的意愿与他们在目前的活动中的内部和少数部分的位置密切相关。我们考虑用户的接受性和一个联机,我们表明DI ERENT响应行为与DI ERENT位置相关联。 ESE NDINGS是一种从设计视角来看的基础,因为他们允许我们了解某些类型的地方与规范的交互行为有关。信息可以用作开发新颖智能移动应用和服务的基础。
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