Overview of the DARPA Augmented Cognition Technical Integration Experiment
Abstract
The Defense Advance Research Projects Agency Augmented Cognition program is developing innovative technologies that will transform human-computer interactions by making information systems adapt to the changing capabilities and limitations of the user. The first phase of the Augmented Cognition program was to empirically assess the ability of various psychophysiological measures to identify changes in human cognitive activity during task performance in real time. This overview describes the empirical results of a Technical Integration Experiment involving the evaluation of 20 psychophysiological measures from 11 different research groups, including functional Near Infrared imaging, continuous and event-related electrical encephalography, pupil dilation, mouse pressure, body posture, heart rate, and galvanic skin response. These "cognitive state gauges" were evaluated on a common, quasi-realistic, military command and control task called the Warship Commander Task. Participants monitored aircraft on a geographical display for their levels of threat and responded to the threatening ones, as they simultaneously monitored ship communications for ship status information. The task involves a combination of perceptual, motor, spatial, auditory, verbal, memory, and decision-making processing. Task load was manipulated by changing the quantity and types of aircraft appearing throughout the primary task and by varying the presence or absence of the secondary verbal-memory task. Eleven…
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During handwriting with a stylus, velocity, frequency, trajectory duration, and pressure of strokes were studied as indicators for cognitive workload.
“During handwriting with a stylus, the velocity [211,260], frequency [210], trajectory duration [209], and pressure of strokes [260] were studied as indicators for cognitive workload.”
From A Survey on Measuring Cognitive Workload in Human-Computer Interaction (2023) · cites this paper as [209]
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Fournier, L. R., Wilson, G. F., & Swain, C. R. (1999) · International Journal of Psychophysiology · doi:10.1016/s0167-8760(98)00049-x · Cited by 158 · see citing works
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Humans: Still Vital After All These Years of Automation
Parasuraman, R., & Wickens, C. D. (2008) · Human Factors: The Journal of the Human Factors and Ergonomics Society · doi:10.1518/001872008x312198 · Cited by 401 · see citing works
Xu, W., Dainoff, M. J., Ge, L., & Gao, Z. (2023) · International Journal of Human–Computer Interaction · doi:10.1080/10447318.2022.2041900 · Cited by 363 · see citing works
A Survey on Measuring Cognitive Workload in Human-Computer Interaction
Kosch, T., Karolus, J., Zagermann, J., Reiterer, H., Schmidt, A., & Woźniak, P. W. (2023) · ACM Computing Surveys · doi:10.1145/3582272 · Cited by 304 · see citing works
“…52, 67, 70, 83, 86, 87, 100, 105, 106, 124, 130, 135, 138, 148, 150, 184, 197, 198, 207, 235, 243, 244, 268] EEG ERPs [23, 26, 59, 81, 184, 214, 227, 243] Hemodynamic Response (fNIRS) [3, 5, 32, 80, 96, 97, 104, 159, 161, 191, 192, 196, 221–223, 227, 261, 262] Electromagnetic Changes (fMRI) [220]”
Influential
- Authors
- St. John, M., Kobus, D. A., Morrison, J. G., & Schmorrow, D.
- Venue
- International Journal of Human-Computer Interaction
- Publisher
- Informa UK Limited
- Published
- 2004-06
- Volume
- 17
- Issue
- 2
- Pages
- 131-149
- ISSN
- 1044-7318 (ISSN-L)
- 1532-7590
- OpenAlex
- W1984170582
- Cited by
- 124
- References
- 1
- Citations by year
- 2026: 2 · 2024: 1 · 2023: 3 · 2022: 3 · 2021: 9 · 2020: 5 · 2019: 3 · 2018: 4 · 2017: 6 · 2016: 5 · 2015: 13 · 2014: 6 · 2013: 5 · 2012: 4
- FWCI
- 8.36
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- International Journal of Human-Computer Interaction (publishedVersion)
- Defense Technical Information Center (DTIC) (submittedVersion)
- Topics
- Social Sciences › Psychology › Social Psychology › Human-Automation Interaction and Safety
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Emotion and Mood Recognition
- Life Sciences › Neuroscience › Cognitive Neuroscience › EEG and Brain-Computer Interfaces
- Keywords
- augmented cognition, psychophysiological measures, human-computer interaction, military command and control, workload, functional near-infrared spectroscopy, event-related potentials, EEG, pupil dilation, skin conductance, heart rate, human-machine systems
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