Augmented Situated Visualization for Spatial and Context-Aware Decision-Making

Whenever accessing indoor spaces such as classrooms or auditoriums, people might attempt to analyze and choose an appropriate place to stay while attending an event. Several criteria may be accounted for, and most are not always self-evident or trivial. This work proposes the use of data visualization allied to an Augmented Reality (AR) user interface to help users defining the most convenient seats to take. We consider sets of arbitrary demands and project information directly atop the seats and all around the room. Users can also narrow down the search by switching and combining the attributes being displayed, e.g., temperature, wheelchair accessibility. The proposed approach was tested against a comparable 2D interactive visualization of the same data in usability assessments of seat-choosing tasks with a set of users (N = 16) to validate the solution. Qualitative and quantitative data indicated that the AR-based solution is promising, suggesting that AR may help users make more accurate decisions, even in an ordinary daily task. Regarding Augmented Situated Visualization, our results open new avenues for the exploration of context-aware data.

[1]  S. Hart,et al.  Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research , 1988 .

[2]  B. Balleine The Neural Basis of Choice and Decision Making , 2007, The Journal of Neuroscience.

[3]  Ernesto Damiani,et al.  Augmented reality technologies, systems and applications , 2010, Multimedia Tools and Applications.

[4]  Robert S. Kennedy,et al.  Simulator Sickness Questionnaire: An enhanced method for quantifying simulator sickness. , 1993 .

[5]  Dennis F. Galletta,et al.  Cognitive Fit: An Empirical Study of Information Acquisition , 1991, Inf. Syst. Res..

[6]  Kelly A. Sprehn,et al.  Augmented Reality Design Heuristics: Designing for Dynamic Interactions , 2017 .

[7]  Sean White,et al.  SiteLens: situated visualization techniques for urban site visits , 2009, CHI.

[8]  Kay M. Stanney,et al.  Configural Scoring of Simulator Sickness, Cybersickness and Space Adaptation Syndrome: Similarities and Differences? , 2001 .

[9]  Aleksandr Ometov,et al.  Visualizing Big Data with augmented and virtual reality: challenges and research agenda , 2015, Journal of Big Data.

[10]  Thomas Ertl,et al.  Interactive Molecular Graphics for Augmented Reality Using HoloLens , 2018, J. Integr. Bioinform..

[11]  J. B. Brooke,et al.  SUS: A 'Quick and Dirty' Usability Scale , 1996 .

[12]  Mary Hegarty,et al.  Correction to: Decision making with visualizations: a cognitive framework across disciplines , 2018, Cognitive Research: Principles and Implications.

[13]  Ross T. Smith,et al.  Situated Analytics: Demonstrating immersive analytical tools with Augmented Reality , 2016, J. Vis. Lang. Comput..

[14]  Anderson Maciel,et al.  Development and Usability Analysis of a Mixed Reality GPS Navigation Application for the Microsoft HoloLens , 2019, CGI.