Evaluating the Benefits of Explicit and Semi-Automated Clusters for Immersive Sensemaking

Tahmid, Ibrahim Asadullah; Lisle, Lee; Davidson, Kylie; North, Chris; Bowman, Doug A.

doi:10.1109/ismar55827.2022.00064

Cited by 8 publications

(3 citation statements)

References 49 publications

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“…We were aware of the benefits of 2D panels for spatial arrangement from previous work [6,14]. In our observation, interestingly 2D panels were used in various ways: (1) to categorise information, (2) to "store" important information, (3) to visually "merge" duplicated notes, and (4) to claim working territories.…”

Section: Observations and Discussionmentioning

confidence: 92%

Putting Our Minds Together: Iterative Exploration for Collaborative Mind Mapping

Yang,

Dwyer,

Swiecki

et al. 2024

Proceedings of the Augmented Humans International Conference 2024

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Figure 1: The final VR system (left) and desktop interface (right) that we developed after four iterations. (a) Notes with pins, and links with labels attached to the notes. (b) A 3D minimap is shown above the left palm in VR (the clipboard on the inner side of the palm is hidden to save room), with avatar, notes and links coloured the same as the role colour. (c) The gamification board in VR is attached to the body at waist height. (d) The embodied badge is on the back of the hand. (e) Buttons are shown for a note while selected. (f) Clipboard on the desktop interface. (g) Minimap on the desktop interface, with a coloured square showing the current field of view. (h) Gamification board on the desktop interface.

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Section: Observations and Discussionmentioning

confidence: 92%

Putting Our Minds Together: Iterative Exploration for Collaborative Mind Mapping

Yang,

Dwyer,

Swiecki

et al. 2024

Proceedings of the Augmented Humans International Conference 2024

View full text Add to dashboard Cite

show abstract

“…Another approach to IA systems is providing users with "space to think" [1] during analytic tasks through large tracked areas for offloading cognition into the environment around them. There has been much work in this area spanning exploration of how participants use these types of spaces [25,26], understanding the high-and low-level organization of these spaces [13,29,30,38], cognitive load within these systems [17], and techniques for assisting users with organizing content [42]. While this research area is growing, there has been limited work on understanding how these systems may be used long-term or by professionals.…”

Section: Visual and Immersive Analyticsmentioning

confidence: 99%

“…We suggest that using more space to create meaningful organization benefits the overall sensemaking quality. In future iterations of IA systems, additional organization features such as semi-automated clustering [43] or semi-automatic column detection could provide scaffolding for users to create meaningful structures.…”

Section: Ist Analysis Best Practicesmentioning

confidence: 99%