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All Journal Pedagogi Hayati Jurnal Ilmiah Ekonomi dan Bisnis Al Ishlah Jurnal Pendidikan International Journal of Artificial Intelligence Research Dinamisia: Jurnal Pengabdian Kepada Masyarakat Tarbawi: Jurnal Keilmuan Manajemen Pendidikan IJISTECH (International Journal Of Information System & Technology) BIOSFER : Jurnal Biologi dan Pendidikan Biologi Jurnal Ekuivalensi Management Studies and Entrepreneurship Journal (MSEJ) Jurnal Manajemen Inobis: Jurnal Inovasi Bisnis dan Manajemen Indonesia Iqtishadia: Jurnal Kajian Ekonomi dan Bisnis Islam INVEST : Jurnal Inovasi Bisnis dan Akuntansi IJISTECH Jurnal Manajemen dan Bisnis Terapan International Journal of Health and Pharmaceutical (IJHP) JEBI (Jurnal Ekonomi dan Bisnis Islam) Sains Organisasi JURNAL KOMUNITAS SAINS MANAJEMEN AMNESIA (JURNAL MANAJEMEN SUMBER DAYA MANUSIA) Unnes Science Education Journal
rahmat, adi
Universitas Lancang Kuning
Humanities Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Languange, Linguistic, Communication & Media Mathematics Nursing Public Health Social Sciences Other

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Journal : Pedagogi Hayati

 1 
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 Acep Solihin Adi Saryanto Adolf Bastian Afrida Afrida Agus Seswandi Agusanto Agusanto Ali Asfar Alpison Anita R Anne Pretha Permata Ardiya Arizal Arizal N Arma Yulita Bambang Hariono Bambang Supeno BAMBANG SUPENO Basriani, Agustin Bayu Febriadi, Bayu Beni Miprasadi Bismil One Chanko Budi Winarso Bulan Nasution, Sri Charly Rimhot Pakpahan Cita Tresnawati, Cita Dewi Dewita Didik Siswanto Dymas Bagus Bimantara Ebtariadi Elmi Yadi Endang Sofia S Ernawati Marinda Sagala Erwiansyah Fahmi Oemar Faizal Firmansyah Firmansyah Gustina DR Hadiyati hadiyati hadiyati Hafiza Fajrin Hardi Hardi HARDI HARDI Hardianto Haznil Zainal Helwen Heri Hilda Hadiati Idra Maya Ilham Hadisa Indra Gunawan Iwan Kurniawan James Jeni Wardi Jeni Wardi Juli Supriadi Juni Rahmat Kusnadi Lala Septem Riza Lidia Lingga Ramadhana Arfi M Akasah M Sharfan Iqbal M. Fadhly Farhy Abbas M. Rahmad M. Zuhri Maini Delti Mrs Yanti Hamdiyati Muhammad Nur Muhammad Rasyid Abdillah Murni Sari Nanang Winarno Nelfi Gusharyani Niki Yulia Sari Nimas Ayu Lestari Nurfaisal Nurfaisal Nurhayani Lubis NURHEVI DEWITA Nurliza Oemar, Fahmi Pahlaweni, Elsuza Pandu Pratama Putra, Pandu Pratama Putri, Iffa Ichwani R Nona Oktarina Raditya Wahyu Aji Pambudi Rahman Syah Alam Ria Mariana Riandi Richa Afriana Munthe Riky Hariansyah Ririn Handayani Risman Dianto Rizki Ardila Saputra Rizqa Anita Rizqa Anita Robi Wahyudi Romaita Roni Aswad Rusiha Minanda Pratiwi Ryan Eka Ryana Viviyanti Said Mitra Setia Irawan Saifullah Sari Dewi Serianis seswandi, agus Setria Feri Shofa Nabilah Sholahudin, Nabila Putri Supriandi Syofyan Hadi T. Eri Syafrial Taufik Rahman Tentri Rafida Hanim Wan Medi Warsono, Diedy Wella Sandria Widiafa Sandra Wiwin Fenendi Wolly Sandria Yeni Karmilasari Yon Elfi Yulanda Alvaleri Yulihardi Zulhendra Zulhendra