NotifyMeHere
NotifyMeHere
复制标题
在这里通知我
DOI：
10.1145/3295750.3298932
复制
发表时间：
2019
期刊：
影响因子：
--
通讯作者：
Mehrotra A
中科院分区：
文献类型：
--
作者：
Mehrotra A
通过我们周围各种类型的计算设备的中介，个人交互和信息访问正在越来越多地发生。在我们的日常生活中，我们使用许多运行同一应用程序的不同版本的计算设备，例如电子邮件客户端或社交媒体平台，它们会在所有设备上提醒用户一条新的信息或事件。在本文中，我们首先提出了一项研究，调查了在多设备环境中影响用户处理通知决策的因素。我们在21天的时间里从24个用户那里收集了57,242条野外通知。我们发现，用户在处理通知时的决策受到他们的物理活动、位置、网络连接、应用程序类别和用于处理先前通知的设备的影响。最后，我们表明，个性化模型可以预测用户在给定上下文中处理通知的设备，其特异度和敏感度分别为82%和91%。
Personal interactions and information access are happening more and more through the mediation of computing devices of various types all around us. In our daily life we use many computing devices running different versions of the same application such as email clients or social media platforms, which alert users about a new piece of information or event on all devices. In this paper we first present a study investigating the factors influencing users' decisions in handling notifications in a multi-device environment. We collected 57,242 in-the-wild notifications from 24 users over a period of 21 days. We found that users' decisions in handling notifications are impacted by their physical activity, location, network connectivity, application category and the device used for handling the previous notification. Finally, we show that an individualized model can predict the device on which the user will handle a notification in the given context with 82% specificity and 91% sensitivity.