Data · dataset · 2025
CLARE: Cognitive Load Assessment in REaltime with Multimodal Data
Listed in Borealis
This study presents a novel multimodal dataset on Cognitive Load Assessment in REaltime (CLARE).
Description
The dataset contains physiological and gaze data from 24 participants with self-reported cognitive load scores as a ground-truth label. The dataset consists of four modalities, namely, Electrocardiography (ECG), Electrodermal Activity (EDA), Electroencephalogram (EEG), and Gaze tracking.
To map diverse levels of mental load on participants during experiments, each participant completed four nine-minutes sessions on the MATB-II software with varying levels of complexity. During the experiment, the participants reported their cognitive load every 10-second. Please view our paper "CLARE: Cognitive Load Assessment in REaltime with Multimodal Data" for more details.
Read the rest (1 more)
Paper Link: arxiv.org/abs/2404.17098
Links
Where it is published
- Dataverse dataset page borealisdata.ca/dataset.xhtml?persistentId=doi%3A10.5683%2FSP3%2FH0AELT ↗
landing page · from borealisdata ca
- DOI doi.org/10.5683/sp3/h0aelt ↗
DOI / persistent id · from borealisdata ca
Catalogue records · 1
- Dataverse API borealisdata.ca/api/datasets/:persistentId/?persistentId=doi%3A10.5683%2FSP3%2… ↗
metadata API · from borealisdata ca
Topics
- Stated by source
- Engineering
- From keywords
- Affective computing · Engineering · Psychology & Behavioral Science
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Borealis | doi:10.5683/SP3/H0AELT | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:field:460802 | mapping · borealisdata ca | vocabulary-mapper@1.0.0 | keywords['Affective Computing'] |
| concepts[field].dataverse_subject:engineering | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].local:field:engineering | mapping · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].local:field:psychology-behavioral | mapping · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| created_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| description | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /description |
| publication_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| title | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /name |
| updated_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| version_label | source · borealisdata ca | connector:borealisdata_ca@1.0.0 |