Experiences in mixed reality-based collocated after action review

After action review (AAR) is a widely used training practice in which trainees and trainers review past training experiences and performance for the purpose of learning. AAR has often been conducted with video-based systems whereby a video of the action is reviewed afterward, usually at another location. This paper proposes collocated AAR of training experiences through mixed reality (MR). Collocated AAR allows users to review past training experiences in situ with the user’s current, real-world experience, i.e., the AAR is conducted at the same location where the action being reviewed occurred. MR enables a user-controlled egocentric viewpoint, augmentation such as a visual overlay of virtual information like conceptual visualizations, and playback of recorded training experiences collocated with the user’s current experience or that of an expert. Collocated AAR presents novel challenges for MR, such as collocating time, interactions, and visualizations of previous and current experiences. We created a collocated AAR system for anesthesia education, the augmented anesthesia machine visualization, and interactive debriefing system. The system enables collocated AAR in two applications related to anesthesia training: anesthesia machine operation training and skin disinfection training with a mannequin patient simulator. Collocated AAR was evaluated in two informal pilot studies by students (n = 19) and an educator (n = 1) not directly affiliated with the project. We review the anecdotal data collected from the studies and point toward ways to refine and improve collocated AAR.

[1]  Siriwan Suebnukarn,et al.  A Bayesian approach to generating tutorial hints in a collaborative medical problem-based learning system , 2006, Artif. Intell. Medicine.

[2]  Benjamin Lok,et al.  Tangible User Interfaces Compensate for Low Spatial Cognition , 2008, 2008 IEEE Symposium on 3D User Interfaces.

[3]  Jacquelyn Ford Morie,et al.  Development of a Data Management Tool for Investigating Multivariate Space and Free Will Experiences in Virtual Reality , 2005, Applied psychophysiology and biofeedback.

[4]  Benjamin Lok,et al.  IPSViz: An After-Action Review Tool for Human-Virtual Human Experiences , 2008, 2008 IEEE Virtual Reality Conference.

[5]  Paul A. Fishwick,et al.  Simulation model design and execution - building digital worlds , 1995 .

[6]  James D. Spain,et al.  Computer Simulation in Biology: A BASIC Introduction , 1991 .

[7]  Vincent Aleven,et al.  Defining "Ill-Defined Domains"; A literature survey. , 2006 .

[8]  Minho Park,et al.  Integrating Dynamic and Geometry Model Components through Ontology-Based Inference , 2005, Simul..

[9]  Gary N. McLean,et al.  Theories Supporting Transfer of Training. , 2001 .

[10]  Ning Hu,et al.  Training for physical tasks in virtual environments: Tai Chi , 2003, IEEE Virtual Reality, 2003. Proceedings..

[11]  John Viega,et al.  3D magic lenses , 1996, UIST '96.

[12]  Paul A. Kirschner,et al.  Just-in-time information presentation: Improving learning a troubleshooting skill. , 2006 .

[13]  Hiroshi Ishii,et al.  Tangible bits: towards seamless interfaces between people, bits and atoms , 1997, CHI.

[14]  Andy Cockburn,et al.  Through the looking glass: the use of lenses as an interface tool for Augmented Reality interfaces , 2004, GRAPHITE '04.

[15]  Nikolaus Gravenstein,et al.  Transparent Reality: A Simulation Based on Interactive Graphical Models Emphasizing Visualization , 2006 .

[16]  Nassir Navab,et al.  Synchronizing 3D movements for quantitative comparison and simultaneous visualization of actions , 2005, Fourth IEEE and ACM International Symposium on Mixed and Augmented Reality (ISMAR'05).

[17]  Paul A. Fishwick,et al.  Toward an Integrative Multimodeling Interface: A Human-Computer Interface Approach to Interrelating Model Structures , 2004, Simul..

[18]  Samsun Lampotang,et al.  Understanding of Anesthesia Machine Function Is Enhanced With a Transparent Reality Simulation , 2008, Simulation in healthcare : journal of the Society for Simulation in Healthcare.

[19]  Roger Smith,et al.  After action review in military training simulations , 1994, Proceedings of Winter Simulation Conference.

[20]  P. Milgram,et al.  A Taxonomy of Mixed Reality Visual Displays , 1994 .

[21]  Benjamin Lok,et al.  A Mixed Reality Approach for Merging Abstract and Concrete Knowledge , 2008, 2008 IEEE Virtual Reality Conference.

[22]  Gildas Morvan,et al.  A literature survey , 2013 .

[23]  Benjamin Lok,et al.  Collocated AAR: Augmenting After Action Review with Mixed Reality , 2008, 2008 7th IEEE/ACM International Symposium on Mixed and Augmented Reality.