Interaction Techniques for Exploratory Data Visualization on Mobile Devices
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arXiv
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| Auteurs principaux: | , , , , |
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| Format: | Preprint |
| Publié: |
2024
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| _version_ | 1866917642636361728 |
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| author | Snyder, Luke S. Rossi, Ryan A. Koh, Eunyee Heer, Jeffrey Hoffswell, Jane |
| author_facet | Snyder, Luke S. Rossi, Ryan A. Koh, Eunyee Heer, Jeffrey Hoffswell, Jane |
| contents | The ubiquity and on-the-go availability of mobile devices makes them central to many tasks such as interpersonal communication and media consumption. However, despite the potential of mobile devices for on-demand exploratory data visualization, existing mobile interactions are difficult, often using highly custom interactions, complex gestures, or multi-modal input. We synthesize limitations from the literature and outline four motivating principles for improved mobile interaction: leverage ubiquitous modalities, prioritize discoverability, enable rapid in-context data exploration, and promote graceful recovery. We then contribute thirteen interaction candidates and conduct a formative study with twelve participants who experienced our interactions in a testbed prototype. Based on these interviews, we discuss design considerations and tradeoffs from four main themes: precise and rapid inspection, focused navigation, single-touch and fixed orientation interaction, and judicious use of motion. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2404_11602 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Interaction Techniques for Exploratory Data Visualization on Mobile Devices Snyder, Luke S. Rossi, Ryan A. Koh, Eunyee Heer, Jeffrey Hoffswell, Jane Human-Computer Interaction The ubiquity and on-the-go availability of mobile devices makes them central to many tasks such as interpersonal communication and media consumption. However, despite the potential of mobile devices for on-demand exploratory data visualization, existing mobile interactions are difficult, often using highly custom interactions, complex gestures, or multi-modal input. We synthesize limitations from the literature and outline four motivating principles for improved mobile interaction: leverage ubiquitous modalities, prioritize discoverability, enable rapid in-context data exploration, and promote graceful recovery. We then contribute thirteen interaction candidates and conduct a formative study with twelve participants who experienced our interactions in a testbed prototype. Based on these interviews, we discuss design considerations and tradeoffs from four main themes: precise and rapid inspection, focused navigation, single-touch and fixed orientation interaction, and judicious use of motion. |
| title | Interaction Techniques for Exploratory Data Visualization on Mobile Devices |
| topic | Human-Computer Interaction |
| url | https://arxiv.org/abs/2404.11602 |