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All Journal Indonesian Journal of Disability Studies Pedagogi Hayati Jurnal Sains dan Ilmu Terapan
Lala Septem Riza
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Humanities Computer Science & IT Education Engineering Social Sciences

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Journal : Pedagogi Hayati

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Emotion Detection with AI: Development of Learning Media for Evaluation of Cognitive Load of Prospective Teacher in Genetics Lectures Iffa Ichwani Putri; Adi Rahmat; Riandi; Lala Septem Riza
Pedagogi Hayati Vol 7 No 2 (2023): Pedagogi Hayati: Jurnal Ilmiah Pendidikan Biologi
Publisher : Department of Biology Education, Faculty of Education and teacher Training, Maritime University of Raja Ali Haji

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31629/ph.v7i2.7011

Abstract

This research aims to develop learning media by integrating artificial intelligence (AI) that is able to detect the emotions of prospective teacher during genetics lectures. Using AI technology, this system can evaluate the cognitive load of students in real-time through facial expression analysis. The method used involves collecting data from lecture sessions, which are then analyzed using machine learning algorithms to identify cognitive load levels. The results of the study show that this learning media is able to identify students' emotions. This learning media is equipped with accurate emotion detection features, interactive learning materials, and an informative dashboard to monitor student learning progress. The implementation of this technology is expected to improve the quality of learning and help students achieve a better understanding of genetics courses.
Co-Authors Ade Rohayati Andy Agustian Elisa Rosa Muhammad Nursalman Nurjanah, Nurjanah Putri, Iffa Ichwani rahmat, adi Rangga Destian Rani Megasari Rasim Rasim Riandi W. Wahyudin