Cited by 194Innovative Human-Technology InteractionData Visualization and AnalyticsPersonal Information Management and User Behavior

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Understanding self-reflection: how people reflect on personal data through visual data exploration

Choe, Eun Kyoung, Lee, Bongshin, Zhu, Haining, Riche, Nathalie Henry, Baur, Dominikus·2017·Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare

DOI 10.1145/3154862.3154881

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Abstract

Rapid advancements in consumer technologies enable people to collect a wide range of personal data. With a proper means for people to ask questions and explore their data, longitudinal data feeds from multiple self-tracking tools pose great opportunities to foster deep self-reflection. However, most self-tracking tools lack support for self-reflection beyond providing simple feedback. Our overarching goal is to support self-trackers in reflecting on their data and gaining rich insights through visual data exploration. As a first step toward the goal, we built a web-based application called Visualized Self, and conducted an in-lab think-aloud study (N = 11) to examine how people reflect on their personal data and what types of insights they gain throughout the reflection. We discuss lessons learned from studying with Visualized Self, and suggest directions for designing visual data exploration tools for fostering self-reflection.

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Authors: Choe, E. K., Lee, B., Zhu, H., Riche, N. H., & Baur, D.
Affiliations: Pennsylvania State University (US)
Microsoft (United States) (US)
Independent Researcher, Munich, Germany
ORCID: Choe, Eun Kyoung
Lee, Bongshin
Riche, Nathalie Henry
Venue: Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare
Publisher: ACM
Published: 2017-05-23
Pages: 173-182
ISSN: 2153-1633 (ISSN-L)
DOI: 10.1145/3154862.3154881
OpenAlex: W2610904967
Cited by: 194
References: 31
Citations by year: 2026: 18 · 2025: 24 · 2024: 29 · 2023: 28 · 2022: 24 · 2021: 23 · 2020: 22 · 2019: 9 · 2018: 16 · 2017: 1
FWCI: 9.92
Type: conference paper
Language: en
Open access: closed
Licence: www.acm.org/publications/policies/copyright_policy#Background (vor)
Locations: International Conference on Pervasive Computing Technologies for Healthcare (publishedVersion)
Topics: Physical Sciences › Computer Science › Human-Computer Interaction › Innovative Human-Technology Interaction
Physical Sciences › Computer Science › Computer Graphics and Computer-Aided Design › Data Visualization and Analytics
Social Sciences › Decision Sciences › Information Systems and Management › Personal Information Management and User Behavior
Keywords: self-reflection, self-tracking, personal data, visual data exploration, longitudinal data, data visualization tools, think-aloud study

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Understanding self-reflection: how people reflect on personal data through visual data exploration

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