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All Journal Jurnal Pendidikan Bahasa Jepang Undiksha Lingua Franca: Jurnal Bahasa, Sastra, dan Pengajarannya Jurnal Obsesi: Jurnal Pendidikan Anak Usia Dini Eralingua : Jurnal Pendidikan Bahasa Asing dan Sastra ELSE (Elementary School Education Journal) : Jurnal Pendidikan dan Pembelajaran Sekolah Dasar Pendas : Jurnah Ilmiah Pendidikan Dasar Paedagoria : Jurnal Kajian, Penelitian dan Pengembangan Kependidikan Cetta: Jurnal Ilmu Pendidikan INTECOMS: Journal of Information Technology and Computer Science JTP - Jurnal Teknologi Pendidikan BAHTERA : Jurnal Pendidikan Bahasa dan Sastra Jurnal Studi Guru dan Pembelajaran Community Development Journal: Jurnal Pengabdian Masyarakat Journal of Innovation in Educational and Cultural Research Mezurashii: Journal of Japanese Studies International Journal of Business, Law, and Education Jurnal Teknologi Pendidikan : Jurnal Penelitian dan Pengembangan Pembelajaran TANDA: Jurnal Kajian Budaya, Bahasa dan Sastra ACADEMIA: Jurnal Inovasi Riset Akademik Transformasi dan Inovasi : Jurnal Pengabdian Masyarakat Diskursus: Jurnal Pendidikan Bahasa Indonesia Jurnal Abdimas Perbanas Edukasia: Jurnal Pendidikan dan Pembelajaran JILIN Innovative: Journal Of Social Science Research Journal of Social Science and Business Studies Bersatu: Jurnal Pendidikan Bhinneka Tunggal Ika Indonesia Journal of Engineering and Education Technology (IJEET) Inovasi Sosial : Jurnal Pengabdian Kepada Masyarakat Musyawarah: Jurnal Pengabdian Masyarakat Edumaspul: Jurnal Pendidikan Abisatya INTERNATIONAL JOURNAL OF SOCIETY REVIEWS (INJOSER) International Journal of Teaching and Learning (INJOTEL) INTERNATIONAL JOURNAL OF ECONOMIC LITERATURE (INJOLE) Indonesian Journal of Education (INJOE) International Journal of Language and Ubiquitous Learning Journal of Social Science Utilizing Technology Jurnal Penelitian Dan Pengkajian Ilmiah Sosial Budaya
Miftachul Amri
Universitas Negeri Surabaya
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Economics, Econometrics & Finance Education Environmental Science Health Professions Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Mechanical Engineering Neuroscience Physics Public Health Social Sciences Other

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Journal : intecoms journal of information technology and computer science

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The Impact Machine Learning Algorithms : Study Meta-Analysis Sani, Asrul; Oktavio, Adrie; Metasari, Rean; Santosa, Tomi Apra; sjoraida, Diah Fatma; Rembe, Elismayanti; Amri, Miftachul; Guna, Bucky Wibawa Karya
INTECOMS: Journal of Information Technology and Computer Science Vol 7 No 4 (2024): INTECOMS: Journal of Information Technology and Computer Science
Publisher : Institut Penelitian Matematika, Komputer, Keperawatan, Pendidikan dan Ekonomi (IPM2KPE)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31539/intecoms.v7i4.10860

Abstract

Machine Learning (ML) algorithms have revolutionized various fields, including science, technology, and business. This study conducted a meta-analysis to review the impact of ML algorithms on various domains. This research is a type of meta-analysis research. The data sources in this study come from 12 national and international journals published in 2022-2024. Data collection techniques through direct observation through journal databases. The inclusion criteria in this meta-analysis are research obtained from google scholar; ScienceDirect and ERIC, Research must be related to machine learning algorithms, research has complete data to calculate the effect size value. Data analysis in this study was conducted by statistical analysis with JSAP 0.16.3 application. The results of the study concluded that ML lgoritma has a significant impact on various fields including the discovery of new knowledge, process efficiency and accuracy in prediction with an effect size value of 0.793; p < 0.001. These findings show that ML algorithms have great potential to improve performance and efficiency in various fields.
Co-Authors Aat Ruchiat Nugraha Adi Purnomo Adrie Oktavio Afrizal Ahmad Zain Sarnoto Ahmadi , Anas Ali, Makhrus Aloisius Harso Anas Ahmadi Andi Hamsiah Andika Dirsa ANDRI KURNIAWAN Andri Kurniawan Andrie Oktavio Arie Fitria Arthur Hajar Hantoro Asfahani, Asfahani Asmaraningtyas, Lusi Asrul Sani Asrul Sani Asrul Sani Ayu M, Rr. Savira Bahari, Dita Aulia Bambang Mardi Sentosa Birri, Iffa Mar’atus Shohibul Boer Deng Brigitta Ajeng Titania Budiman, M A rif Buruno, Yosep Heristyo Endro Chandra Halim Chodiyah, Ayunda Nuril Christianti, Emanuella Cicik Arista Dalimawaty Kadir Dasion, Hans Yosef Tandra Defi Irwansyah Dhevi Amalia Hermawan Dhevy Olivia Firdaus Diah Fatma Sjoraida Dian Heriani Didik Nurhadi Didik Nurhadi Djodjok Soepardjo Dyah Tjaturrini Elismayanti Rembe Erika Selphie Damayanti Fajar Muttaqin Fanani, Urip Zaenal Fien Pongpalilu Fitriah S. Jamin Galuh Bunga Usadani Guna, Bucky Wibawa Karya Guna, Buky Wibawa Karya Hadi Widodo Halim, Fahmi Abdul Hamsiah, Andi Hans Yosef Tandra Dasion Hans Yosef Tandra Dasion Hantoro, Arthur Hajar Hartanti , Lina Purwaning Hasyim Mahmud Wantu Henny Sanulita Henry Trias Puguh Jatmiko Heriani, Dian Hu, Yifan Ina Ika Pratita Irawati, Fitriana Dewi Irwansyah, Defi Iswanto Iswanto Iswanto Iswanto Jeheskial Saudale Joko Prasetyo Joko Prasetyo Judijanto, Loso Julaikah , Dwi Imroatu Kadeni Kadeni, Kadeni Kadir, Dalimawaty Karina Fefi Laksana Sakti Kartini Marzuki Khairunnisa Khairunnisa Khairunnisa Khairunnisa Khayati, Cahyani Ilhamul Kisyani Laksono Kurniawati , Wisma Kusmiaji, Ingghar Ghupti Nadia Kusmiaji Laily, Ulul Laksono, Kisyani Laode, Astianti Latif Nur Hasan Loso Judijanto Loso Judijanto Lusi Asmaraningtyas M. Yusuf Bahtiar Makhrus Ali Mamik Tri Wedawati Marzuki, Kartini Mas'ud Muhammadiah Mawarsih, Putri Beny Melly Susanti Metasari, Rean Mintowati Mintowati Mitasari, Rian Mohammad Edy Nurtamam Muh. Arif Muhammad Muhammad Farhan Masrur Muhammad Farid Ilhamuddin Muhammad Ichsan Abda Muhammad Lutfi Muhammad Lutfi Mustofa , Ali Nadzifah, Hidayatun Ni Desak Made Santi Dwyarthi Noka, Isara Abda Nugroho, Him'mawan Adi Nungraha, Aat Ruchiat Nurhayati, R Okta Diana Anggrayni Oktavio, Andrie Parastuti Parastuti Parastuti, Parastuti Parmin , Parmin Pratita, Ina Ika Pratuti, Ina Ika Qorie, Tiffany R Nurhayati Rabbani, Dzun Nun Septin Renda Raharjo, Resdianto Permata Ravela Elinando Da Silva Rean Mitasari Rembe, Elismayanti Ren, Huiling Reza Yuridian Purwoko Rian Mitasari Riyanti Susiloningtyas RONI Roni Roni Rudiansyah Rudiansyah Rusmiyati Rusmiyati , Rusmiyati Rusmiyati Rusmiyati, Rusmiyati Santosa, Tomi a Santosa, Tomi Apra Satoshi Kusaka Saudale, Jeheskial Sisi Yulianti Sodiq, Syamsul Sopacua, Venty Sri Tuti Rahmawati Suar, Abi Suhardi Suhardi Suhartono , Suhartono Sukini Susiloningtyas, Riyanti Sutarto Sutarto Sutarto Sutarto Sutarto Sutarto Suyahman Suyahman Suyatno Suyatno Swandarta, Safira Firta Syafiyah, Nabillah Hanan Syamsul Sodiq Tomi a Santosa Tomi Apra Santosa Tongam E Panggabean Ventivani, Aiga Venty Sopacua Via Yustitia Wantu, Hasyim Mahmud Widiarti, Melia Widiarti, Melia Widodo, Hadi Widuri, Ananda Wahyu Puspa Wisma Kurniawati Wulandari, Andi Sri Rezky Yogi Bagus Adhimas Yohanes Bowo Widodo Yosep Heristyo Endro Buruno Yovinza Bethvine Sopaheluwakan Zhang Wei Zhang Wei Zulmi, F A. Z.