A real-time learning analytics dashboard for automatic detection of online learners' affective states

MN Hasnine, HT Nguyen, TTT Tran, HTT Bui… - Sensors, 2023 - mdpi.com
Students' affective states describe their engagement, concentration, attitude, motivation,
happiness, sadness, frustration, off-task behavior, and confusion level in learning. In online …

Real-Time Robotic Presentation Skill Scoring Using Multi-Model Analysis and Fuzzy Delphi–Analytic Hierarchy Process

RFN Alshammari, AH Abd Rahman, H Arshad… - Sensors, 2023 - mdpi.com
Existing methods for scoring student presentations predominantly rely on computer-based
implementations and do not incorporate a robotic multi-classification model. This limitation …

AttenQ-Attention Span Detection Tool for Online Learning

P Koshti, A Paryani, J Talreja, V Zope - Proceedings of the …, 2022 - papers.ssrn.com
The global pandemic of Covid-19 has caused educational institutes all over the world to shut
down and switch to digital versions of the classroom. As per research conducted, it has been …

Determining Student's Engagement in Synchronous Online Classes Using Deep Learning (Compute Vision) and Machine Learning

JPQ Tomas, DO Ancheta, CA Aquino… - Proceedings of the 2022 …, 2022 - dl.acm.org
In 2020 Scaled-YOLOv4 was introduced. It is one of the best object detection models
outclassing its peers in MS COCO test-dev. In this study, the proponents used Scaled …

Automated Human Presence, Body Posture And Walking Style (Gait Cycle) Detection System

MZ Siddiqui, MSA Khan, W Haider, M Nadeem… - Kurdish …, 2024 - kurdishstudies.net
In recent years, automated human presence detection systems have gained significant
attention in various fields, including surveillance, healthcare, and sports performance …

[PDF][PDF] A study on automatic attention span detection of students

A Parashar, H Biyani, S Biswas, C Sukte… - International Journal for …, 2021 - academia.edu
Due to the arrival of the coronavirus, the education system has completely transformed. In
the wake of this medical emergency and keeping the students' safety in mind with their …

User Engagement Assessment for Adaptive Learning Systems

A Voronina, O Shabalina, A Kataev… - Creativity in Intelligent …, 2021 - Springer
Modern trends in educational software development are associated with adaptive learning
systems, ie systems that can personalize the user's interaction with the system. One of the …

知識習得型グループワークにおける学習成果と言語及び非言語情報の関係

杉本貴哉, 鈴木崇太朗, 山本知仁 - ヒューマンインタフェース学会論文誌, 2024 - jstage.jst.go.jp
抄録 This study aims to elucidate the relationship between communication and learning
outcomes during group work, a learning modality associated with active learning. Hence, we …