PUBLICATIONS
PUBLICATIONS
Artificial Intelligence
Towards Incorporating Artificial Intelligence in the Mission Planning Process
Kane, S., Moody, V, and Harradon, M. HCI International, Washington, DC (June 2021) While there are numerous powerful tools to support Navy mission planning, the mission planning process still remains a hybrid planning activity across human operators and advanced tools.
Brittle AI, Causal Confusion, and Bad Mental Models: Challenges and Successes in the XAI Program
Druce, J.1, Niehaus, J.2, Moody, V.1, Jensen, D.2, Littman, M.3 arXiv:2106.05506v1 (June 2021) The advances in artificial intelligence enabled by deep learning architectures are undeniable. In several cases, deep neural network driven models have surpassed human level performance in benchmark
The Growing Amplification of Social Media: Measuring Temporal and Social Contagion Dynamics for Over 150 Languages on Twitter for 2009–2020
Alshaabi, T., Dewhurst, D., Minot, J., Arnold, M., Adams, J., Danforth, C., and Dodds, P. EPJ Data Sci. 10, 15 (March 2021) Working from a dataset of 118 billion messages running from the start of 2009 to the end of
The Sociospatial Factors of Death: Analyzing Effects of Geospatially-distributed Variables in a Bayesian Mortality Model for Hong Kong
Alshaabi, T.1,2,4, Dewhurst, D.1,2,3, Bagrow, J.1,5, Dodds, P.1,2,4, Danforth, C.1,2,5 PLoS ONE 16(3): e0247795 (March 2021) Human mortality is in part a function of multiple socioeconomic factors that differ both spatially and temporally. Adjusting for other covariates, the human lifespan
SPICEs: Survey Papers as Interactive Cheat-sheet Embeddings
Prabhu, V.1, McAteer, M.2, Teehan, R.3 Rethinking ML Papers – ICLR 2021 Workshop Papers are hard to write. Survey papers are just that much harder. From the authors’ perspective, challenges include the responsibility to not erase out important work being done
Development of Human-Out-of-the-Loop Participant Recruitment, Data Collection, Data Handling, and Participant Management System
Bracken, B.1, Potoczny-Jones, I.2, Wolcott, J.2, Raffaele, E.2, Woodward, L.2, Gogoel, C.3, Kiourtis, N.3, Schulte, B.3, Arean, P.4, and Farry, M.1 Proceedings of the Human Factors and Ergonomics Society Annual Meeting (February 2021) Most human subjects research requires data collection by contacting local participants who visit a research site. This
Toward Intuitive Understanding of Complex Astrodynamics Using Distributed Augmented Reality
Advanced Maui Optical and Space Surveillance Technologies Conference (AMOS), Maui, HI (September 2021) Stouch, D., Balasuriya, U., Hyland, R., Bird, L., Jenkins, M., and Kingsley, C. Existing capabilities and future possibilities can help multiple users
Design and Development of a Prototype Heads-up Display that Supports Context-aware, Semi-automated, Hands-free Medical Documentation
McGeorge, N., Latiff, S., Muller, C., Dong, L., Chewning, C., Friedson-Trujillo, D., and Kane, S. International Symposium on Human Factors and Ergonomics in Health Care, HFES, 2021, Virtual Symposium. Military and civilian medical personnel across
HyWorM: An Experiment in Dynamic Improvement of Analytic Processes
Trewhitt, E.1, Whitaker, E.1, Veinott, E.2, Thomas, R.3, Riley, M.1, McDermott, A.4, Eusebi, L.4, Dougherty, M.5, Illingworth, D.5, Guarino, S.4 International Conference on Human-Computer Interaction (July 2021) HyWorM is an approach and implementation for guiding
Applying Adaptive Intelligent Tutoring Techniques to Physical Fitness Training Programs
Voge, J.1, Negri, A.1, Woodall, P.1, Thayer, D.1, Ruby, B.2, Hailes, W.2, Reinert, A.3, Niehaus, J.1, and Lynn, S.1 To appear in Proceedings of the 3rd International Conference on Adaptive Instructional Systems, held as part
Towards Incorporating Artificial Intelligence in the Mission Planning Process
Kane, S., Moody, V, and Harradon, M. HCI International, Washington, DC (June 2021) While there are numerous powerful tools to support Navy mission planning, the mission planning process still remains a hybrid planning activity across
Developing an Adaptive Framework to Support Intelligence Analysis
McDermott, A.1, Veinott, E.2, Eusebi, L.1, Whitaker, E.3, Trewhitt, E.3, Mueller, S.2, Illingworth, D.4, Thomas, R.3, Dougherty, M.4, Guarino, S.1 International Conference on Human-Computer Interaction 2021 An essential component to intelligence analysis is inferring an
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