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Št. zadetkov: 2
Evaluating feature-based machine-learning models with post hoc explainability for eye-tracking-based task type and workload inference
Tomi Božak, Shivalika Goyal, Marc Langheinrich, Martin Gjoreski, Gašper Slapničar
Izvirni znanstveni članek
Oznake: sledenje pogledu;eye tracking;task-type inference;workolad inference;post hoc explainability;
Eye tracking is a valuable behavioral signal for human-centered AI, yet the reliability of feature-based machine-learning models for inferring task type and workload across users and tasks remains uncertain, because experimentally defined workload labels may reflect task type and visual structure as ...
Leto: 2026 Vir: Institut Jožef Stefan (IJS)
ǂA ǂreview of methods for unobtrusive measurement of work-related well-being
Zoja Anžur, Klara Žinkovič, Junoš Lukan, Pietro Barbiero, Gašper Slapničar, Mohan Li, Martin Gjoreski, Maike E. Debus, Sebastijan Trojer, Mitja Luštrek, Marc Langheinrich
Pregledni znanstveni članek
Oznake: delovno okolje;obrazi;izrazi;meritve;dobro počutje;affective computing;ambient intelligence;work-related well-being;behavioral markers;
Work-related well-being is an important research topic, as it is linked to various aspects of individuals’ lives, including job performance. To measure it effectively, unobtrusive sensors are desirable to minimize the burden on employees. Because there is a lack of consensus on the definitions of we ...
Leto: 2025 Vir: Institut Jožef Stefan (IJS)
Št. zadetkov: 2
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