Micro visualizations for pervasive and mobile data exploration
Final Report Abstract
The topic of this grant was the study of small data visualizations—micro visualizations—necessary to show data on small wearable displays. Portable and wearable personal devices such as fitness tracking armbands, hand-held GPS trackers, smartwatches, or mobile phones have small displays capable of recording data such as step counts, heart rate, and other health-related information. Often, the data is shown with visualizations that must be adapted to the small display size. For example, if you own a smartwatch, you will likely have seen a small chart showing progress toward your step count goal. We consider small visualizations such as these under the term “micro visualization” and have been working towards a better understanding of the complexities involved in designing and using micro visualizations. Our work was motivated by the potential benefits of visualizations on small mobile devices such as fitness monitoring armbands and smartwatches. Our scientific approach consisted of applying mixed research methods from the domain of Human-Computer Interaction. Specifically, we started with ideation exercises to derive new designs for micro visualizations. We coupled the ideation exercises with systematic reviews and questionnaires about existing designs for smartwatch faces to ground our future work in existing practices and what kind of data the wearers of smartwatches are interested in. We finally employed controlled experiments with humans, during which we showed different types of designs to wearers and found out how well people could read the data on the smartwatches. Furthermore, we tested micro visualizations in real-world settings, e. g., while exercising or walking. We saw plenty of untapped opportunities for micro visualizations on smartwatches and their faces. Current smartwatch visualizations are simple regarding how much data they show but do not necessarily have to be so simple. In multiple studies, we have seen that people can correctly read even more visually complex data representations and prefer designs that show more data. We could show that our results also hold for different groups of people and that there are only small differences if our participant group consists of older adults.
Publications
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Preparing for Perceptual Studies: Position and Orientation of Wrist-worn Smartwatches for Reading Tasks. In Proceedings of the Workshop on Data Visualization on Mobile Devices held at ACM CHI. 1–7
Tanja Blascheck, Anastasia Bezerianos, Lonni Besancon, Bongshin Lee & Petra Isenberg
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Visualization perception on smartwatches. In Journee Visu 2018
Tanja Blascheck, Lonni Besancon, Anastasia Bezerianos, Bongshin Lee & Petra Isenberg
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A Survey on Sleep Visualizations for Fitness Trackers. In EuroVis 2019 - Posters. The Eurographics Association, 85–87.
Ranjini Aravind, Tanja Blascheck & Petra Isenberg
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Glanceable Visualization: Studies of Data Comparison Performance on Smartwatches. IEEE Transactions on Visualization and Computer Graphics, 25(1), 630-640.
Blascheck, Tanja; Besancon, Lonni; Bezerianos, Anastasia; Lee, Bongshin & Isenberg, Petra
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Visualizing Information on Watch Faces: A Survey with Smartwatch Users. 2020 IEEE Visualization Conference (VIS), 156-160. IEEE.
Islam, Alaul; Bezerianos, Anastasia; Lee, Bongshin; Blascheck, Tanja & Isenberg, Petra
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A Replication Study on Glanceable Visualizations: Comparing Different Stimulus Sizes on a Laptop Computer. Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 133-143. SCITEPRESS - Science and Technology Publications.
Blascheck, Tanja & Isenberg, Petra
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An Introduction to Mobile Data Visualization. Mobile Data Visualization, 1-32. Chapman and Hall/CRC.
Langner, Ricardo; Besançon, Lonni; Collins, Christopher; Dwyer, Tim; Isenberg, Petra; Isenberg, Tobias; Lee, Bongshin; Perin, Charles & Tominski, Christian
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Challenges in Everyday Use of Mobile Visualizations. Mobile Data Visualization, 209-240. Chapman and Hall/CRC.
Epstein, Daniel A.; Blascheck, Tanja; Carpendale, Sheelagh; Dachselt, Raimund & Vermeulen, Jo
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Characterizing Glanceable Visualizations: From Perception to Behavior Change. Mobile Data Visualization, 151-176. Chapman and Hall/CRC.
Blascheck, Tanja; Bentley, Frank; Choe, Eun Kyoung; Horak, Tom & Isenberg, Petra
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Micro Visualizations: Design and Analysis of Visualizations for Small Display Spaces. Habilitation thesis. Universite Paris-Saclay, France
Petra Isenberg
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Mobile Data Visualization. Chapman and Hall/CRC.
Lee, Bongshin; Dachselt, Raimund; Isenberg, Petra & Choe, Eun Kyoung
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Mobile Visualization Design: An Ideation Method to Try. Mobile Data Visualization, 241-262. Chapman and Hall/CRC.
Carpendale, Sheelagh; Isenberg, Petra; Perin, Charles; Blascheck, Tanja; Daneshzand, Foroozan; Islam, Alaul; Currier, Katherine; Buk, Peter; Cheung, Victor; Quach, Lien & Vermette, Laton
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Online Study of Word-Sized Visualizations in Social Media. In EuroVis 2021 - Posters. The Eurographics Association, 1–3.
Franziska Huth, Miriam Awad-Mohammed, Johannes Knittel, Tanja Blascheck & Petra Isenberg
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Study of Heart Rate Visualizations on a Virtual Smartwatch. Proceedings of the 27th ACM Symposium on Virtual Reality Software and Technology, 1-3. ACM.
Grioui, Fairouz & Blascheck, Tanja
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Visualizing Temporal-Thematic Patterns in Text Collections. In Vision, Modeling, and Visualization. The Eurographics Association, 9–16.
Moritz Knabben, Martin Baumann, Tanja Blascheck, Thomas Ertl & Steffen Koch
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29] Franziska Huth, Lukas Kaminski, Fairouz Grioui, and Tanja Blascheck. 2022. Online Study on Reading Behavior of Data-Rich Texts with Integrated Word-Scale Visualizations. In IEEE Conference on Visualization - Posters. IEEE Computer Society Press, 1–3.
Franziska Huth, Lukas Kaminski, Fairouz Grioui & Tanja Blascheck
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A Comparative Study of Visualizations for Multiple Time Series. Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 103-112. SCITEPRESS - Science and Technology Publications.
Franke, Max; Knabben, Moritz; Lang, Julian; Koch, Steffen & Blascheck, Tanja
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Animated Transitions for Small-Scale Visualizations. Proceedings of the 15th International Symposium on Visual Information Communication and Interaction, 1-8. ACM.
Huth, Franziska; Blascheck, Tanja; Koch, Steffen & Ertl, Thomas
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Context Specific Visualizations on Smartwatches. In EuroVis 2022 - Posters. The Eurographics Association, 67–69.
Alaul Islam, Tanja Blascheck & Petra Isenberg
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Preferences and Effectiveness of Sleep Data Visualizations for Smartwatches and Fitness Bands. CHI Conference on Human Factors in Computing Systems, 1-17. ACM.
Islam, Alaul; Aravind, Ranjini; Blascheck, Tanja; Bezerianos, Anastasia & Isenberg, Petra
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Reflections on Visualization in Motion for Fitness Trackers. In MobileHCI’22: Workshop on New Trends in HCI and Sports. CEUR Workshop Proceedings, 1–14.
Alaul Islam, Lijie Yao, Anastasia Bezerianos, Tanja Blascheck, Tingying He, Bongshin Lee, Romain Vuillemot & Petra Isenberg
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Heart Rate Visualizations on a Virtual Smartwatch to Monitor Physical Activity Intensity. Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 101-114. SCITEPRESS - Science and Technology Publications.
Grioui, Fairouz & Blascheck, Tanja
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Studies and design considerations for animated transitions between small-scale visualizations. Journal of Visualization, 26(6), 1421-1443.
Huth, Franziska; Blascheck, Tanja; Koch, Steffen & Ertl, Thomas
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Studies of Part-to-Whole Glanceable Visualizations on Smartwatch Faces. 2023 IEEE 16th Pacific Visualization Symposium (PacificVis), 187-196. IEEE.
Blascheck, Tanja; Besançon, Lonni; Bezerianos, Anastasia; Lee, Bongshin; Islam, Alaul; He, Tingying & Isenberg, Petra
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Visualizations for Smartwatches and Fitness Trackers. Ph.D. ´ thesis. Universite Paris-Saclay, France.
Mohammad Alaul Islam
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Glanceable Data Visualizations for Older Adults: Establishing Thresholds and Examining Disparities Between Age Groups. Proceedings of the CHI Conference on Human Factors in Computing Systems, 1-17. ACM.
While, Zack; Blascheck, Tanja; Gong, Yujie; Isenberg, Petra & Sarvghad, Ali
