Coordinate: A Spreadsheet-Programmable Augmented Reality Framework for Immersive Map-Based Visualizations

Shaikh, Aashiq; Nguyen, Linda D.; Bahremand, Alireza; Bartolomea, Hannah; Liu, Frank; Nguyen, Van Sinh; Anderson, D. B.; LiKamWa, Robert

doi:10.1109/aivr46125.2019.00028

Cited by 4 publications

(5 citation statements)

References 5 publications

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“…(Butcher & Ritsos, 2017;Cavallo et al, 2019;Lee et al, 2019;Liu et al, 2020;Sicat et al, 2019) Domain experts include users in academia like data scientists, immersive analytic researchers, and other scientists. They can also be industry professionals like city planners, airport managers, air traffic analysts, investors, market operators, and visualization developers with varying XR programming expertise (Donalek et al, 2014;Hentschel et al, 2009;Shaikh et al, 2019). Therefore, immersive dashboards should conform to users' technical skills, professional background, and context of use.…”

Section: Design For Whommentioning

confidence: 99%

“…Supported data visualization forms should include standard abstract 2D/3D charts, such as 2D/3D bar charts, heatmap, 2D/3D scatter plots (or matrix), parallel coordinates plots (PCP), star coordinates/plots, histograms, decision tree, and barchart map. Immersive dashboards should also support advanced visualizations like 3D circular connected PCP, connected "plot superposition," linked 3D scatterplots, and trees of linked visualizations (Butcher et al, 2019;Cavallo et al, 2019;Filho et al, 2018;Hentschel et al, 2009;Lee et al, 2019;Neto et al, 2015;Quach & Jenny, 2020;Shaikh et al, 2019;Tadeja et al, 2019).…”

Section: Design To Support What Functionsmentioning

confidence: 99%

“…An immersive dashboard should support the two basic types of user tasks (Heer & Shneiderman, 2012): (1) data transformation and visual mapping (authoring, customization, annotation, and filtering), and (2) further exploration and discovery tasks (selection, zooming, details-on-demand, rotation, brushing, comparison, and view organization) Donalek et al, 2014;Hentschel et al, 2009;Liu et al, 2020;Neto et al, 2015;Nguyen et al, 2019;Shaikh et al, 2019;Yim et al, 2018).…”

Section: Design To Support What Functionsmentioning

confidence: 99%

“…Supported workspace. Overall, there are five sizes for immersive workspaces: room-sized VR/AR, desktop-sized VR/AR, mobile VR/AR, web VR/AR, and MR. All these workspaces should be applicable for collaborative data analysis (Butcher & Ritsos, 2017;Cordeil et al, 2019;Donalek et al, 2014;Filho et al, 2018;Jing et al, 2019;Lee et al, 2019;Nguyen et al, 2019;Shaikh et al, 2019;Sicat et al, 2019;Yim et al, 2018).…”

Section: Design To Support What Functionsmentioning

confidence: 99%

See 3 more Smart Citations

Design Guidelines for Immersive Dashboards

Millet

2021

Proceedings of the Human Factors and Ergonomics Society Annual

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Immersive dashboards facilitate the presentation of large-scale complex data while offering natural interaction and real-time interactivity supporting immediate use. Few studies, however, have investigated the use of immersive dashboards to improve the visualization and analysis of abstract data. This study provides a systematic review of the literature on designing immersive dashboards for abstract data visualization and analytics. Twenty publications met the inclusion criteria. This review identifies guidelines for improving immersive dashboard design.

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Section: Design For Whommentioning

confidence: 99%

Section: Design To Support What Functionsmentioning

confidence: 99%

Section: Design To Support What Functionsmentioning

confidence: 99%

Section: Design To Support What Functionsmentioning

confidence: 99%

See 2 more Smart Citations

Design Guidelines for Immersive Dashboards

Millet

2021

Proceedings of the Human Factors and Ergonomics Society Annual

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“…enhanced by continuous capturing, processing, and rendering of visual data through a mobile device. The development of mobile devices and AR frameworks have enabled applications of AR in many fields, including education, entertainment, medicine, navigation, shopping, etc., and the future of AR market is expected to continue its rapid growth [8,18,24,25,42,54].…”

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confidence: 99%

LensCap

Iosifescu

LiKamWa

2021

Proceedings of the 19th Annual International Conference on Mobile Systems, Applications, and Services

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Augmented Reality (AR) enables smartphone users to interact with virtual content spatially overlaid on a continuously captured physical world. Under the current permission enforcement model in popular operating systems, AR apps are given Internet permission at installation time, and request camera permission and external storage write permission at runtime through a user's approval. With these permissions granted, any Internet-enabled AR app could silently collect camera frames and derived visual information for malicious intent without a user's awareness. This raises serious concerns about the disclosure of private user data in their living environments.To give users more control over application usage of their camera frames and the information derived from them, we introduce LensCap, a split-process app design framework, in which the app is split into a camera-handling visual process and a connectivityhandling network process. At runtime, LensCap manages secured communications between split processes, enacting fine-grained data usage monitoring. LensCap also allows both processes to present interactive user interfaces. With LensCap, users can decide what forms of visual data can be transmitted to the network, while still allowing visual data to be used for AR purposes on device. We prototype LensCap as an Android library and demonstrate its usability as a plugin in Unreal Engine. Performance evaluation results on five AR apps confirm that visual privacy can be preserved with an insignificant latency penalty (< 1.3 ms) at 60 FPS. CCS CONCEPTS• Security and privacy → Software security engineering.

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