Help Me Help You: Shared Reflection for Personal Data
Help Me Help You: Shared Reflection for Personal Data
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帮助我帮助您：个人数据的共享反思
DOI：
10.1145/2957276.2957293
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发表时间：
2016
期刊：
影响因子：
--
通讯作者：
Carman Neustaedter
中科院分区：
文献类型：
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作者：
L. Graham;Anthony Tang;Carman Neustaedter
用于个人数据收集的传感器和计算小型化的巨大进步正在使个人信息（PI）工具成为现实。然而，数据收集方面的进步并没有与促进、支持和促进对这些数据进行反思的工具方面的类似进步相匹配。这种差距使人们拥有大量数据，但对如何理解数据或获得可操作的见解知之甚少。在这项工作中，我们探索了一个被称为共享反思的过程，在这个过程中，个人与其他数据收集者配对，并要求（通过提示）相互反思。年代数据。根据一项为期六周的研究，15名参与者收集了不同类型的个人数据，并参与了一个共享的反思过程，我们发现参与者从其他人对他们数据的反思中获得了变革性的见解。虽然这很有希望，但我们讨论了将此想法部署到现实世界的个人信息工具中的实际挑战。特别是，虽然共享反射可以用于有效地引导对个人数据的反射，但这需要与隐私和控制问题相平衡。
Dramatic advances in sensor and computing miniaturization for personal data collection are making Personal Informatics (PI) tools a reality. Yet, advances in data collection have not been matched with similar advances in tools to promote, support, and facilitate reflection on this data. This gap leaves people with large swaths of data, but very little understanding of how to make sense of the data or to derive actionable insights. In this work, we explore a process called shared reflection, where individuals are paired with other data collectors, and asked (through prompts) to reflect on one another?s data. Based on a six-week study where 15 participants collected different kinds of personal data and engaged in a shared reflection process, we show that participants gained transformative insights from others' reflections on their data. While this was promising, we discuss practical challenges in deploying this idea into real world personal informatics tools. In particular, while shared reflection can be appropriated to effectively bootstrap reflection on one's data, this needs to be balanced against privacy and control concerns.