User-centered visual explorer of in-process comparison in spatiotemporal space

Yu Dong; Ian Oppermann; Jie Liang; Xiaoru Yuan; Quang Vinh Nguyen

doi:10.1007/s12650-022-00882-3

User-centered visual explorer of in-process comparison in spatiotemporal space

Yu Dong, Ian Oppermann, Jie Liang, Xiaoru Yuan, Quang Vinh Nguyen

Western Sydney University

Research output: Contribution to journal › Article › peer-review

6 Citations (Scopus)

Abstract

Abstract: We propose a user-centered visual explorer (UcVE) for progressive comparing multiple visualization units in spatiotemporal space. We create unique unit visualization with the customizable aggregated view based on the visual metaphor of flower bursts. Each visualization unit is encoded with the abstraction of spatiotemporal properties. To reduce user cognition load, UcVE allows users to visualize, save, and track in-the-process exploration results. In coordination of storage sequence and block tracking views, UcVE can facilitate comparison with multiple visualization units concurrently, selected from historical and current exploration results. UcVE offers a flexible geo-based layout, with aggregation functions and temporal views of the timeline with categorized events, to maximize the user’s exploration capabilities. Finally, we demonstrate the usefulness by using COVID-19 datasets, case studies with different user scenarios, and expert feedback. Graphical abstract: [Figure not available: see fulltext.]

Original language	English
Pages (from-to)	403-421
Number of pages	19
Journal	Journal of Visualization
Volume	26
Issue number	2
DOIs	https://doi.org/10.1007/s12650-022-00882-3
Publication status	Published - Apr 2023

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10.1007/s12650-022-00882-3

Cite this

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title = "User-centered visual explorer of in-process comparison in spatiotemporal space",

abstract = "Abstract: We propose a user-centered visual explorer (UcVE) for progressive comparing multiple visualization units in spatiotemporal space. We create unique unit visualization with the customizable aggregated view based on the visual metaphor of flower bursts. Each visualization unit is encoded with the abstraction of spatiotemporal properties. To reduce user cognition load, UcVE allows users to visualize, save, and track in-the-process exploration results. In coordination of storage sequence and block tracking views, UcVE can facilitate comparison with multiple visualization units concurrently, selected from historical and current exploration results. UcVE offers a flexible geo-based layout, with aggregation functions and temporal views of the timeline with categorized events, to maximize the user{\textquoteright}s exploration capabilities. Finally, we demonstrate the usefulness by using COVID-19 datasets, case studies with different user scenarios, and expert feedback. Graphical abstract: [Figure not available: see fulltext.]",

author = "Yu Dong and Ian Oppermann and Jie Liang and Xiaoru Yuan and Nguyen, {Quang Vinh}",

year = "2023",

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doi = "10.1007/s12650-022-00882-3",

language = "English",

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AU - Dong, Yu

AU - Oppermann, Ian

AU - Liang, Jie

AU - Yuan, Xiaoru

AU - Nguyen, Quang Vinh

PY - 2023/4

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N2 - Abstract: We propose a user-centered visual explorer (UcVE) for progressive comparing multiple visualization units in spatiotemporal space. We create unique unit visualization with the customizable aggregated view based on the visual metaphor of flower bursts. Each visualization unit is encoded with the abstraction of spatiotemporal properties. To reduce user cognition load, UcVE allows users to visualize, save, and track in-the-process exploration results. In coordination of storage sequence and block tracking views, UcVE can facilitate comparison with multiple visualization units concurrently, selected from historical and current exploration results. UcVE offers a flexible geo-based layout, with aggregation functions and temporal views of the timeline with categorized events, to maximize the user’s exploration capabilities. Finally, we demonstrate the usefulness by using COVID-19 datasets, case studies with different user scenarios, and expert feedback. Graphical abstract: [Figure not available: see fulltext.]

AB - Abstract: We propose a user-centered visual explorer (UcVE) for progressive comparing multiple visualization units in spatiotemporal space. We create unique unit visualization with the customizable aggregated view based on the visual metaphor of flower bursts. Each visualization unit is encoded with the abstraction of spatiotemporal properties. To reduce user cognition load, UcVE allows users to visualize, save, and track in-the-process exploration results. In coordination of storage sequence and block tracking views, UcVE can facilitate comparison with multiple visualization units concurrently, selected from historical and current exploration results. UcVE offers a flexible geo-based layout, with aggregation functions and temporal views of the timeline with categorized events, to maximize the user’s exploration capabilities. Finally, we demonstrate the usefulness by using COVID-19 datasets, case studies with different user scenarios, and expert feedback. Graphical abstract: [Figure not available: see fulltext.]

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DO - 10.1007/s12650-022-00882-3

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User-centered visual explorer of in-process comparison in spatiotemporal space

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