13 citations · 58 across the 34 of their papers we have counts for
3 papers · 1 filter
Beyond Cognitive Load: AI-Based Estimation of Cognitive Effort Using Brain Signals During Digital Tasks
Shayla Sharmin, Mohammad Fahim Abrar, Gael Lucero-Palacios +2
Cognitive effort, defined as the relationship between cognitive load and task performance, provides insight into how individuals allocate mental resources during demanding tasks. T…
MENA: Multimodal Epistemic Network Analysis for Visualizing Competencies and Emotions
Behdokht Kiafar, Pavan Uttej Ravva, Asif Ahmmed Joy +2
The need to improve geriatric care quality presents a challenge that requires insights from stakeholders. While simulated trainings can boost competencies, extracting meaningful in…
Hybrid Deep Learning Model to Estimate Cognitive Effort from fNIRS Signals
Shayla Sharmin, Roghayeh Leila Barmaki
This study estimates cognitive effort based on functional near-infrared spectroscopy data and performance scores using a hybrid DeepNet model. The estimation of cognitive effort en…