99 citations · 384 across the 14 of their papers we have counts for
15 papers
Reflections on Visualization in Motion for Fitness Trackers
Alaul Islam, Lijie Yao, Anastasia Bezerianos +5
In this paper, we reflect on our past work towards understanding how to design visualizations for fitness trackers that are used in motion. We have coined the term "visualization i…
Mystique: Deconstructing SVG Charts for Layout Reuse
Chen Chen, Bongshin Lee, Yunhai Wang +2
To facilitate the reuse of existing charts, previous research has examined how to obtain a semantic understanding of a chart by deconstructing its visual representation into reusab…
WonderFlow: Narration-Centric Design of Animated Data Videos
Yun Wang, Leixian Shen, Zhengxin You +5
Creating an animated data video enriched with audio narration takes a significant amount of time and effort and requires expertise. Users not only need to design complex animations…
MyMove: Facilitating Older Adults to Collect In-Situ Activity Labels on a Smartwatch with Speech
Young-Ho Kim, Diana Chou, Bongshin Lee +5
Current activity tracking technologies are largely trained on younger adults' data, which can lead to solutions that are not well-suited for older adults. To build activity tracker…
Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations
Arjun Srinivasan, Nikhila Nyapathy, Bongshin Lee +2
Natural language interfaces (NLIs) for data visualization are becoming increasingly popular both in academic research and in commercial software. Yet, there is a lack of empirical…
Investigating Opportunities to Support Kids' Agency and Well-being: A Review of Kids' Wearables
Rachael Zehrung, Lily Huang, Bongshin Lee +1
Wearable devices hold great potential for promoting children's health and well-being. However, research on kids' wearables is sparse and often focuses on their use in the context o…
Data@Hand: Fostering Visual Exploration of Personal Data on Smartphones Leveraging Speech and Touch Interaction
Young-Ho Kim, Bongshin Lee, Arjun Srinivasan +1
Most mobile health apps employ data visualization to help people view their health and activity data, but these apps provide limited support for visual data exploration. Furthermor…
Learning to Automate Chart Layout Configurations Using Crowdsourced Paired Comparison
Aoyu Wu, Liwenhan Xie, Bongshin Lee +3
We contribute a method to automate parameter configurations for chart layouts by learning from human preferences. Existing charting tools usually determine the layout parameters us…
Visualizing information on watch faces: A survey with smartwatch users
Alaul Islam, Anastasia Bezerianos, Bongshin Lee +2
People increasingly wear smartwatches that can track a wide variety of data. However, it is currently unknown which data people consume and how it is visualized. To better ground r…
MobileVisFixer: Tailoring Web Visualizations for Mobile Phones Leveraging an Explainable Reinforcement Learning Framework
Aoyu Wu, Wai Tong, Tim Dwyer +3
We contribute MobileVisFixer, a new method to make visualizations more mobile-friendly. Although mobile devices have become the primary means of accessing information on the web, m…
Interweaving Multimodal Interaction with Flexible Unit Visualizations for Data Exploration
Arjun Srinivasan, Bongshin Lee, John Stasko
Multimodal interfaces that combine direct manipulation and natural language have shown great promise for data visualization. Such multimodal interfaces allow people to stay in the…
InChorus: Designing Consistent Multimodal Interactions for Data Visualization on Tablet Devices
Arjun Srinivasan, Bongshin Lee, Nathalie Henry Riche +2
While tablet devices are a promising platform for data visualization, supporting consistent interactions across different types of visualizations on tablets remains an open challen…
Critical Reflections on Visualization Authoring Systems
Arvind Satyanarayan, Bongshin Lee, Donghao Ren +5
An emerging generation of visualization authoring systems support expressive information visualization without textual programming. As they vary in their visualization models, syst…
A Comparative Evaluation of Animation and Small Multiples for Trend Visualization on Mobile Phones
Matthew Brehmer, Bongshin Lee, Petra Isenberg +1
We compare the efficacy of animated and small multiples variants of scatterplots on mobile phones for comparing trends in multivariate datasets. Visualization is increasingly preva…
GraphMaps: Browsing Large Graphs as Interactive Maps
Lev Nachmanson, Roman Prutkin, Bongshin Lee +3
Algorithms for laying out large graphs have seen significant progress in the past decade. However, browsing large graphs remains a challenge. Rendering thousands of graphical eleme…