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Journal : intecoms journal of information technology and computer science

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 A Halim Aat Ruchiat Nugraha Abdul Ghofur Abdul Ghoni Abdul Muis Abdul Rahman Abdul Razak Abdullah, Amiruddin Abdullah, Efendi Abul Walid Ade Harahap, Muhammad Kurnia Adrie Oktavio Afrizal Afrizal Agus Triyono Ahmad Buchori Ahmad Zain Sarnoto Albadri, Albadri Alfikri, Annisa ‘Alwiyah Alhan, Khusni Ali, Makhrus Aloisius Harso Amalia, Khodzijah Nur ANDRI KURNIAWAN Andri Kurniawan Aprilisia, Sanju Ardi, Abdullah Ari Wijayanti Arifin Arifin Aris Krisdiyanto arniati, arniati Asmar Yulastri Asmawati Asmawati Asphar, Fahmi Qodrul Asrul Sani Asrul Sani Bambang Mardi Sentosa Baruno, Yosep Heristyo Endro Baso Intang Sappaile, Baso Intang Batjo, Siti Nurjana Bayu Purbha Sakti Darmiati, Made Desy Desy, Desy Dewanto Dewanto Dewi Maharani Rachmaningsih Dewi, Losita Dhini Mufti Diah Fatma Sjoraida Diah Fatma Sjoraida Diana, Rahmi Djafri, Novinaty Doli Witro Dwi Hilda Putri Eko Nursalim, Eko Elismayanti Rembe Ellina Rienovita Emayulia Sastria Enos Lolang Erizar Erizar, Erizar Fachry Abda El Rahman Fauzi, Rizal Ula Ananra Fauzi, Rizal Ula Ananta Ferdyan, Rhavy Festiyed Festiyed, . Fitri Arsih Guna, Bucky Wibawa Karya Haetami, Haetami Hamdani Hamdani Harahap, Dharma Gyta Sari Harahap, Subur Hartawati, Andi Hasan Maksum Hatidja, St Hatidja, St. Hendrik Hendrik Henny Sanulita Hernaya, Nita Hersiyati Palayukan Hilmiyati, Fitri Hiola, Siti Fatimah Hudaeni, Nurul Hukubun, Yohanis Ichsan Ichsan Ifa Safira Ilwandri, . Ilwandri, Ilwandri Insira Insani Fitri Irwanto Irwanto Isa Anshory, Muhammad Isro’iyah, Latifatul Iswanto Iswanto Jalwis, Jalwis Jaya, Alwi Judijanto, Loso Kadir, Dalimawaty Kadir, Taqiyuddin Karya Guna, Bucky Wibawa Kastam Syamsi Kemmala Dewi Khaerudin Khaerudin Komari Komari Kuniawan, Andri Laili, Izzatul Lufri Lufri Lufri, . Manahor, Anwar Mardiani, Eri Mardiati Mardiati Marita Ika Joesidawati Markiano Solissa, Everhard Marlen Wariunsora Marliyati Marliyati, Marliyati Marzuki, Kartini Mas’ud, Abdurahman Masruchiyah, Nieke Maswatu, Ismail Ma’sum, Hardiansyah Metasari, Rean Mia Aina Miftachul Amri Mira Nila Kusuma Dewi Mitasari, Rian Mohammad Edy Nurtamam Mohammad Edy Nurtamam, Mohammad Edy Muh. Safar, Muh. Muhammad Nur Muhammad Wahyudi Mujiono Mujiono Mulyadi, Tri Mustamin, Kaso Nasution, Bachtiar Nasution, Baktiar Nofirman, Nofirman Normansyah Novianty Djafri Nungraha, Aat Ruchiat Nur Hasan Nur Hidayati Nur Latifah, Nur Nur, Jumadi Nurhayati, R Nurhayati4, R. Nurina Happy Occe Luciana, Occe Oktavio, Andrie Oktora, Ria Pakpahan, emma martina Panjaitan, Hendripal Pardede, Ranat Mulia Purwantini Purwantini, Purwantini Purwanto, Wawan Putri, Rani Dwi Suci Rachmaningsih, , Dewi Maharani Raden Mohamad Herdian Bhakti Rahanra, Nicodemus Rahmah, Andi Ramadhan Sumarmin Rasyid Rasyid, Rasyid Rembe, Elismayanti Risnawati Risnawati Riza Noviana Khoirunnisa Rizal, Pahmi Rizki, Sofan Rofi’i, Agus Safar, Muh Salampessy, Maryam Salim, Andre Salim, Astrianita Samsul Hadi Samuna, Samuna Sani, Siti sanju aprilisia Sapulete, Heppy Sari, Windy Dian Satriah, Satriah Satriawansyah, Tri Saudale, Jeheskial Sepriyani, Eria Marina Sidrotun Na'im Silitubun, Evaristus Sinaga, Hommy Dorthy Ellyany Sinaga, Nenni Triana Siregar, Muhammad Sapril Siti Aisyah Sjroida, Diah Fatma Sofianora, Aulia Solissa, Everhard Markiano Sopacua, Fryan Sopacua, Venty St. Hatidja Suar, Abi Sudrajat Sudrajat Suhaimi, . Suhardi Suhardi Suhardi Suhardi Suharry, Suharry Sukini, Sukini Sumardi . Suryono, Wiwid Susanto, Yusak Noven Susiloningtyas, Riyanti Sutarto Sutarto Suwars, Abi Suyahman Suyahman Syafruddin Syafruddin Tambunan, Amalia Hikmayanti Taqiyuddin Kadir Taqiyuddin Taqiyuddin, Taqiyuddin Tarmizi, Rasyid Theodore Alexander Atmaja Tongam E Panggabean Tri Suparyanto, Tri ULUK, EMBANG Vauzia, Vauzia Via Yustita, Via Via Yustitia Wahid, Abul Wahyu Kumala Sari Waluyo, Dadi Wantu, Hasyim Mahmud Wibaselppa, Anggawidia Widodo, Hadi Widoyo, Heru WIJOYO, HADION Windy Dian Sari Winiasri, Linda Wulandari, Andi Sri Rezky Wulandary, Andi Sri Rezky Yanti, Dawi Yayat Suharyat Yuliana Yuliana Yuliandi, Andri Yulianti, Sisi Zulaekah Zulaekah Zulyusri Zulyusri Zulyusris, Zulyusri