Reflective Spring Cleaning: Using Personal Informatics to Support Infrequent Notification Personalization
Reflective Spring Cleaning: Using Personal Informatics to Support Infrequent Notification Personalization
复制标题
反思性春季大扫除：使用个人信息学支持不频繁通知个性化
DOI：
10.1145/3491102.3517493
复制
发表时间：
2022
期刊：
影响因子：
--
通讯作者：
Joanna McGrenere
中科院分区：
文献类型：
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作者：
Izabelle Janzen;Joanna McGrenere
分散移动通知的注意力是一个备受瞩目的问题，但之前的研究表明，由于用户在感知到的好处方面面临障碍，通知管理工具并未得到充分利用。我们认为，如果用户可以查看上下文数据以了解个性化将如何影响他们最近的通知，他们可能会更有动力进行个性化。我们提出“反思性春季大扫除”方法，通过不频繁的个性化和收集的通知数据的可视化来支持通知管理。为了简化用户通知中的关键趋势并将其置于上下文中，我们将这些可视化构建在新颖的“谁-什么-何时”数据抽象中。我们通过为期 4 周的纵向研究对其进行了评估：21 名参与者在个性化会议之前和之后记录了他们的通知，其中包括根据最近通知的可视化情况提供的通知管理建议。一次汇报采访描述了他们在两周的伐木后的新经历。我们的方法鼓励用户批判性地反思他们的通知，这经常激发他们个性化并改善大多数人的体验。
Distracting mobile notifications are a high-profile problem but previous research suggests notification management tools are underused because of the barriers users face in relation to the perceived benefits. We posit that users might be more motivated to personalize if they could view contextual data for how personalizations would have impacted their recent notifications. We propose the ‘Reflective Spring Cleaning’ approach to support notification management through infrequent personalization with visualization of collected notification data. To simplify and contextualize key trends in a user’s notifications, we framed these visualizations within a novel who-what-when data abstraction. We evaluated it through a four-week longitudinal study: 21 participants logged their notifications before and after a personalization session that included suggestions for notification management contextualized against visualizations of their recent notifications. A debriefing interview described their new experience after two more weeks of logging. Our approach encouraged users to critically reflect on their notifications, which frequently inspired them to personalize and improved the experience of the majority.
DOI：
10.1145/3432231
发表时间：
2020-12-01
期刊：
PROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT
影响因子：
--
作者：
Epstein, Daniel A.;Caldeira, Clara;Chen, Yunan
通讯作者：
Chen, Yunan