Towards improved detection of cognitive performance using bidirectional multilayer long-short term memory neural network

MS Satu, S Rahman, MI Khan, MZ Abedin… - … Conference on Brain …, 2020 - Springer
Cognitive performance dictates how an individual perceives, records, maintains, retrieves,
manipulates, uses and expresses information and are provided in any task that the person is …

Evaluating student-facing learning dashboards of affective states

G Sedrakyan, D Leony, PJ Muñoz-Merino… - Data Driven Approaches …, 2017 - Springer
Detection and visualizations of affective states of students in computer based learning
environments have been proposed to support student awareness and improve learning …

Evaluating emotion visualizations using AffectVis, an affect-aware dashboard for students

L Derick, G Sedrakyan, PJ Munoz-Merino… - Journal of Research in …, 2017 - emerald.com
Purpose The purpose of this paper is to evaluate four visualizations that represent affective
states of students. Design/methodology/approach An empirical-experimental study …

[HTML][HTML] Evaluation of Academic Stress Employing Network and Time Series Analysis on EEG Data

I Konstantinidis, S Avdimiotis, T Sapounidis - Information, 2025 - mdpi.com
Stress management during examinations is an issue perpetually concerning students at all
levels of education. This research endeavor focuses not merely on the plethora of factors …

[PDF][PDF] Exploring the Relationship between EEG Features of Basic and Academic Emotions.

TR Herradura, MO Cordel II - Philippine Journal of …, 2023 - philjournalsci.dost.gov.ph
This study aimed to explore the relationship between basic and academic emotions by
analyzing their EEG patterns. Using MAHNOB-HCI (MH) and Academic Emotion (AE) …

Gender-specific classifiers in phoneme recognition and academic emotion detection

A Azcarraga, A Talavera, J Azcarraga - … 16–21, 2016, Proceedings, Part IV …, 2016 - Springer
Gender-specific classifiers are shown to outperform general classifiers. In calibrated
experiments designed to demonstrate this, two sets of data were used to build male-specific …

REVEALING PERSPECTIVES: A COMPREHENSIVE EVALUATION OF EMOTION VISUALIZATIONS USING AFFECTVIS—AN AFFECT-AWARE DASHBOARD FOR …

G Verbert, C Derick - International Journal of Pedagogics, 2023 - inlibrary.uz
This research delves into the comprehensive evaluation of emotion visualizations through
AffectVis, an innovative affect-aware dashboard designed for students. Titled" Revealing …

[PDF][PDF] Analyzing Novice Programmers' EEG Signals using Unsupervised Algorithms

V Swansi, T Herradura, MT Suarez - 25th International Conference …, 2017 - academia.edu
Ten (10) first year college programming students participated in the study and reported their
emotions during the learning session. Emotiv EPOC headset was used to gather EEG …

Investigating the prerequisites for a robust neurotutor: the detection of mixed user states containing working memory load, affective valence and affective dominance

S Grissmann - 2017 - tobias-lib.ub.uni-tuebingen.de
Intelligent tutoring systems are software environments that aim to simulate a human tutor.
While current systems show effectiveness comparable to human tutors, they still suffer from …