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Documents authored by Knapiński, Stanisław

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DOI: 10.4230/OASIcs.SpaceCHI.2025.11
Building Trustworthy Cognitive Monitoring for Safety-Critical Human Tasks: A Phased Methodological Approach

Authors: Maciej Grzeszczuk, Grzegorz Pochwatko, Barbara Karpowicz, Stanisław Knapiński, and Wiesław Kopeć

Published in: OASIcs, Volume 130, Advancing Human-Computer Interaction for Space Exploration (SpaceCHI 2025)

Abstract
Operators performing high-stakes, safety-critical tasks - such as air traffic controllers, surgeons, or mission control personnel - must maintain exceptional cognitive performance under variable and often stressful conditions. This paper presents a phased methodological approach to building cognitive monitoring systems for such environments. By integrating insights from human factors research, simulation-based training, sensor technologies, and fundamental psychological principles, the proposed framework supports real-time performance assessment with minimum intrusion. The approach begins with simplified simulations and evolves towards operational contexts. Key challenges addressed include variability in workload, the effects of fatigue and stress, thus the need for adaptive monitoring for early warning support mechanisms. The methodology aims to improve situational awareness, reduce human error, and support decision-making without undermining operator autonomy. Ultimately, the work contributes to the development of resilient and transparent systems in domains where human performance is critical to safety.
Cite as

Maciej Grzeszczuk, Grzegorz Pochwatko, Barbara Karpowicz, Stanisław Knapiński, and Wiesław Kopeć. Building Trustworthy Cognitive Monitoring for Safety-Critical Human Tasks: A Phased Methodological Approach. In Advancing Human-Computer Interaction for Space Exploration (SpaceCHI 2025). Open Access Series in Informatics (OASIcs), Volume 130, pp. 11:1-11:11, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2025)

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@InProceedings{grzeszczuk_et_al:OASIcs.SpaceCHI.2025.11,
  author =	{Grzeszczuk, Maciej and Pochwatko, Grzegorz and Karpowicz, Barbara and Knapi\'{n}ski, Stanis{\l}aw and Kope\'{c}, Wies{\l}aw},
  title =	{{Building Trustworthy Cognitive Monitoring for Safety-Critical Human Tasks: A Phased Methodological Approach}},
  booktitle =	{Advancing Human-Computer Interaction for Space Exploration (SpaceCHI 2025)},
  pages =	{11:1--11:11},
  series =	{Open Access Series in Informatics (OASIcs)},
  ISBN =	{978-3-95977-384-3},
  ISSN =	{2190-6807},
  year =	{2025},
  volume =	{130},
  editor =	{Bensch, Leonie and Nilsson, Tommy and Nisser, Martin and Pataranutaporn, Pat and Schmidt, Albrecht and Sumini, Valentina},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/OASIcs.SpaceCHI.2025.11},
  URN =		{urn:nbn:de:0030-drops-240013},
  doi =		{10.4230/OASIcs.SpaceCHI.2025.11},
  annote =	{Keywords: cognitive load, safety-critical systems, human performance, simulation environments, human factors, air traffic control, aviation}
}
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