p-Index From 2021 - 2026
15.595
P-Index
This Author published in this journals
All Journal Nominal: Barometer Riset Akuntansi dan Manajemen JURNAL ECONOMIA EKUIVALEN - Pendidikan Matematika JURNAL ANATOMI FISIOLOGI Jurnal Pendidikan dan Pengajaran Sosiohumaniora Jurnal Pendidikan dan Pembelajaran Khatulistiwa (JPPK) Publikasi Pendidikan KOMUNITAS: INTERNATIONAL JOURNAL OF INDONESIAN SOCIETY AND CULTURE Jurnal technoscientia PUBLIC HEALTH JOURNAL Jurnal Teknologi Informasi dan Ilmu Komputer Agrokreatif Jurnal Ilmiah Pengabdian kepada Masyarakat Dinamika Jurnal Pendidikan Dasar REFLEKSI EDUKATIKA Journal of Elementary Education JOIV : International Journal on Informatics Visualization Jurnal Riset Manajemen dan Bisnis (JRMB) Fakultas Ekonomi UNIAT Jurnal Pendidikan UNIGA Jurnal Penelitian Pendidikan IPA (JPPIPA) Jurnal Dimensi Pendidikan dan Pembelajaran Syntax Literate: Jurnal Ilmiah Indonesia JPI Jurnal Noken: Ilmu-Ilmu Sosial Jurnal Kajian Bahasa, Sastra dan Pengajaran (KIBASP) Pendas : Jurnah Ilmiah Pendidikan Dasar JURNAL EKONOMI PENDIDIKAN DAN KEWIRAUSAHAAN Martabe : Jurnal Pengabdian Kepada Masyarakat Jurnal Teknologi Sistem Informasi dan Aplikasi Jurnal Basicedu Journal of Educational Research and Evaluation International Journal of Elementary Education Efektor JURNAL CEMERLANG: Pengabdian pada Masyarakat Jurnal Teknologi dan Informasi JTP - Jurnal Teknologi Pendidikan Prosiding Semhavok PengabdianMu: Jurnal Ilmiah Pengabdian kepada Masyarakat Jurnal Hukum Positum AKURASI: Jurnal Riset Akuntansi dan Keuangan Bahastra: Jurnal Pendidikan Bahasa dan Sastra Indonesia JURNAL PERSPEKTIF PENDIDIKAN Majalah Ilmiah Warta Dharmawangsa Jurnal Ilmiah Bina Bahasa JUKANTI (Jurnal Pendidikan Teknologi Informasi) NURSING UPDATE JURNAL ILMIAH ILMU KEPERAWATAN Jurnal Ilmiah Edunomika (JIE) Bina Gogik: Jurnal Ilmiah Pendidikan Guru Sekolah Dasar Indonesian Journal of Education and Mathematical Science IJIIS: International Journal of Informatics and Information Systems Journal of Classroom Action Research Community Development Journal: Jurnal Pengabdian Masyarakat Edunesia : jurnal Ilmiah Pendidikan JURNAL USM LAW REVIEW JURNAL TEKNOLOGI TECHNOSCIENTIA Jurnal Pengabdian kepada Masyarakat Nusantara Jurnal Teknik Informatika (JUTIF) Shift Key: Jurnal Teologi dan Pengembangan Pelayanan Journal of Applied Data Sciences Jurnal Kependidikan: Jurnal Hasil Penelitian dan Kajian Kepustakaan di Bidang Pendidikan, Pengajaran dan Pembelajaran Djtechno: Jurnal Teknologi Informasi International Journal of Health, Economics, and Social Sciences (IJHESS) Jurnal Simki Pedagogia JagoMIPA: Jurnal Pendidikan Matematika dan IPA Jurnal Peternakan Mahaputra Malang Respiratory Journal Jurnal Abdimas Komunikasi dan Bahasa Sabda : Jurnal Teologi Kristen Mejuajua Cakrawala: Jurnal Pendidikan RELEVAN : Jurnal Riset Akuntansi Suksma: Jurnal Psikologi Universitas Sanata Dharma Jurnal Ilmiah Manajemen dan Bisnis (JIMBis) Abdi Makarti Edukasiana: Jurnal Inovasi Pendidikan Jurnal Peradaban Masyarakat (JPM) Jurnal Basicedu Buletin Psikologi Kajian Sastra Nusantara Linggau ( KASTRAL) Jurnal Ilmu Sosial Humaniora Indonesia LJLEL (Linggau Jurnal Language Education and Literature) Jurnal Indonesia Sosial Sains Jurnal Penelitian Ilmu Pendidikan Indonesia Journal of Artificial Intelligence and Digital Business Journal Research of Social Science, Economics, and Management Jurnal Pengabdian Pada Masyarakat Abdibaraya: Jurnal Pengabdian Masyarakat West Science Business and Management Jurnal Farmasi Kryonaut Al-'Adad: Jurnal Tadris Matematika Media Akuntansi Perpajakan Jurnal Ilmiah Akuntansi Pancasila (JIAP) Journal of Data Mining and Information Systems Multidisiplin Pengabdian Kepada Masyarakat (M-PKM) Journal of Animal Nutrition and Production Science EduInovasi: Journal of Basic Educational Studies Journal of Innovative and Creativity Jurnal Pendidikan Teknologi Informasi (JUKANTI) Al-Bidayah : jurnal pendidikan dasar Islam Journal of Psychology Students KIC Jurnal Pengabdian Masyarakat SAPANGAMBEI MANOKTOK HITEI Journal of Theological Students Journal of Community Service Holistik Jurnal Kesehatan Jurnal Ragam Pengabdian Indonesian Journal of Auditing and Accounting Akurasi Wana Lstari
Claim Missing Document
Check
Articles

Found 2 Documents
Search
Journal : Jurnal Teknik Informatika (JUTIF)

COMPARISON OF RANDOM FOREST, K-NEAREST NEIGHBOR, DECISION TREE, AND XGBOOST ALGORITHMS FOR DETECTING STUNTING IN TODDLERS Bimawan, Zaynuri Ilham; Astuti, Tri; Arsi, Primandani
Jurnal Teknik Informatika (Jutif) Vol. 5 No. 6 (2024): JUTIF Volume 5, Number 6, Desember 2024
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jutif.2024.5.6.2629

Abstract

Stunting is a significant health issue in many developing countries, including Indonesia. Advances in health technology have opened new opportunities to improve the accuracy and efficiency of detecting stunting in young children, with one such advancement being Machine Learning technology. This study compares various Machine Learning algorithms for detecting stunting in children. The methodology includes data collection, data exploration, data preprocessing, feature extraction, model classification, and model evaluation. The results show that Random Forest demonstrates superior performance with the highest accuracy of 0.999132, recall of 0.999132, and a macro-averaged F1-score of 0.998906, making it the most consistent model for predicting child nutritional status. K-Nearest Neighbor also shows very good performance with an accuracy of 0.999050 and an F1-score of 0.998748. Decision Tree has an accuracy of 0.999091 and an F1-score of 0.998705, closely matching the performance of Random Forest and KNN. XGBoost, with an accuracy of 0.991033 and an F1-score of 0.987495, performs lower than the other three models. Therefore, Random Forest is the recommended choice for implementing stunting prediction in children.
A Study Concentration Selection With a C4.5 Algorithm, KNN, and Naive Beyes Busyro, Muhammad; Astuti, Tri; Astrida, Deuis Nur; Arsi, Primandani; Subarkah, Pungkas
Jurnal Teknik Informatika (Jutif) Vol. 6 No. 4 (2025): JUTIF Volume 6, Number 4, Agustus 2025
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jutif.2025.6.4.4157

Abstract

The course of concentration is a crucial aspect for students at the university amikom purwokerto.This decision doesn't just affect their academic journey., but also determine their readiness in the face of the working world.Various factors that affect the concentration selection, the challenges that students face, as well as solutions to help them choose concentrations that fit their interests and career goals.There are still many students who have been confused in deciding which courses best fit their interests and career goals..This confusion is often caused by a lack of adequate information and proper guidance. This study attempts to analyze the lecture amikom purwokerto concentration of students in the universities of the use of the method c4.5 algorithm 3, k-neareset naighbors and naïve beyes. Academic student data used as the basis analysis to determine the dominance in the lecture concentration.Of the result of the research uses phon 60,24 % decision is, there are using k-neareset naighbors 75.36 % and use naïve beyes 100,00 % there are, the prediction could be the basis for deciding the lecture the concentration by mainstream student.The result is expected to help the university in recommended it to students study concentration related to the election.
Co-Authors - Evitayani ., Abdiansyah Abid, Syaiful Adi, Defiyanto Djami Afifa, Khaulah Afifah, Ismi Nur Afkawati, Salfaniar Hyda Agus Yuwono Agustina, Iis Ainun Nisa Mufi Dayanti, Aulli Qzara Akbar, Syahro Ali Akhmad Junaedi Aldi, Ahmad Syaiful Alfa, Dyah Nuhia Ali Akbar, Syahro Amelia, Dwi Amelia, Frieska Heaven Anastasia Anggarkusuma Arofah, Anastasia Anggarkusuma Andi Aco Agus, Andi Aco Anis, Muh. Anisa Anisa Ariefin, Muhammad Noor Arif Widagdo Arni Amir Arora, Novus Adelia Arsi, Primandani Arya Tama, Galang Asri, Alfian Astrida, Deuis Nur Aswad, Asnawi Asyraf , Muhammad Ati, Aster Pujaning Avin Fadilla Helmi Awaludin Awaludin, Awaludin Ayu, Selby Az zahro, Ilma Azheri, Busra Aziz, Nur Bagus Riyono Bahagia, Maria Evlin Bambang Subali Basyirun, Fajri Bimawan, Zaynuri Ilham Boediarsih Boediarsih, Boediarsih Bright, Fatimah Nurussyifa Clever Budiman, Cipta Burhanuddin Busyro, Muhammad Cahyana, Hana Chin, Chee Keong Choirunnisa, Jessyca Putri Cotoro Mukri Damanik, Sarintan E. Damanik, Saritan E. Damayanti, Desita Dyah Dani Arifudin Darminto, Dwi Prastowo Dedi Saputra, Firman Deri Saputra, Deri Destin Alfianika Maharani Desvita, Amanda Fitria Devi Liana Dewi Puspita Sari Dewi Rofita Dewi, Rusmana Dimat, Nonilia Vendra Divanggi, Ainida Dwi Lestari, Fitriana Dwi Oktaviana Eka Purwati Eko Handoyo Ellianawati, Ellianawati Estika Lusty, Oktiana Evi Susanti Fadhil Muhammad Fadjeri, Akhmad Fadjra, Nurul Fajril, Yustril Farid Farid, Farid Fauziah Fauziah Febrina, Dara Meutia Ayu Fidela, Anindya Fidinillah, Mildan Arsdan Fidinkillah, Mildan Arsdan Firman Firman Fitriyanti Fitriyanti Fredy, Hotman Fujianti, Lailah Ganjar Andaka Gidion, Gidion Girsang, Rosmaria Girsang, Warlinson Halisa, Halisa Halisa, Nely Nur Handayani, Nova Dwi Handayani, Sri Handoko, Pungky Dwi Putra Hanifatunnisa, Maulfi Hardisc, Dian Harpiani, Harpiani Harsono, Hindradjid Hayya, Lidya Nur Hendrian Hendrian, Hendrian Heriansyah, Kurnia Herika, Herika Herliyansyah, Raynaldi Bintang Hidayati, Nanda Husin, Ahmad Husna Amalya Melati Ika Ratnaningrum Ika Ratnaningrum Imung, Sisilia Indah Masri Indaryati, Fitriah Indra Satria Irafany, Marcella Nadya Irawan, Tedhi Irwan Septayuda Isa Ansori Iszma, Iszma Jahja, Soendoro Jamaludin . Jannah, Ghina Raudhatul Kamilah, Ashha Fithriya Kasyati, Kasyati Kirani, Asshafa Putri Knaofmone, Elfrida Komala sari, Komala kosilah, Kosilah Kumagai, Hajime Kurniawan, Rony Kurotul Aeni Kusyanto, Fahmi Abdullah Lailatul Qodriyah, Anninsa Liana, Devi Lili Warly Lismanto, Ferry Listiowati, Martiana Putri Lubis, Winaria Lukman Hadi, Lukman Luky Adrianto Luluk Setyowati, Luluk M. Afdal M.Pd S.T. S.Pd. I Gde Wawan Sudatha . Mafzianah, Nur Isnaeni Magdalena, Maria Magfirah, Magfirah Maguna Eliastuti Maharani, Elisa Nur Malarsih Mandagie, Yuana Rizky Manggarani, Cynthia Ayu Manik, Disetra Fiser Marulam MT Simarmata Masnon, Nyanyu Masnon, Nyayu Maulidya, Dinda Rizka Mayangsari, Arum Meleng, Natalia Sensiana Mey, Sioe MTSimarmata, Marulam Muflih, Ghufron Zaida Muhibbin, Muhammad Mujahid, Aep Saprul Muliani Rahayu, Dina Mulu, Marlinda Munifatul Izzati Munira, Mira Muniroh, Muna Murni, Rizky Anggia Murni, Yetty Nadila, Kania Yosa Nainggolan, Pinondang Ningrat, Rusmana Setia Ninin Herlina Noening Andrijati Noening Andrijati Noorkhalisha, Alma Putri Novirman Jamarun Nugrahini, Lestari Nugroho, Agung Nuni Widiarti Nur Adiya, Az Zahra Dwi Nur Jannah Nasution Nur Nisai Muslihah Nur Nisai Muslihah, Nur Nisai Nur Rochmah, Nur Nur'aini, Nur'aini Nurachamnia, Meylida Nurdinah Hanifah Nurhaita Nurhaita Nurhazannah, Yunie Nurmala Ahmar Nurrachmani, Meylida Nurrachmania, Meylida Nurwahidah Pakur, Dionisius Venan Panduwiguna, Ivans Panjaitan, Fany Juliarti Panjaitan, Ingrid Pasaribu, Muldri P.J. Pitriyani Pitriyani Pontonuwu, Williyanto Pradipta, Anindhyta Putri Pramana Koesoemadinata, Mohammad Isa Pranichayudha Rohsulina Prasisto, Johamran Pratama, Alan Pratika, Irnawati Pratiwi, Suryanti Prayudi Prayudi Prihatiningtyas, Mutiara Priratmaningtyas, Ika Wahyu Purba, Dumaris Priskila Purbaningrum, Aisyah Dias Purnamasari, Desti Purwanto, Andri Putra, Bela Putri, Ellena Amelia Putri, Oktaviani Sasabela Putri, Tarissa Destriana Putri, Yasinta Amalia Rafrini Amyulianthy Ragil Kristiawan Rahadiyanti, Harini Raharjo, Dimas Yudhistira Rahmatullah Rahmawati, Feti Rahmawati, Rahmawati Rahmi Nofita Rahul, Abdul Rakhmawati, Desty Ramadan Lazuardi, Dian Ramadhani, Nova Laurina Ratno, Shinta Belinda Redjeki, Finny Renovriska, Melia Dwi Rica Mega Sari Ridho, Muhamad Rifai, Zanuar Rifki Hidayat Riksa Belasunda Rithmaya, Chitra Laksmi Rizki Adiputra Taopan Rizki Wahyudi Rizky Mandagie, Yuana Rizky, Shafa Setya Rizqi, Fika Nafissa Nur Miftakhur Rosianingrum, Afifah Rosulina, Pranichayudha Rozalina, Rozalina Rozalina Rr Indah Mustikawati Rusdaya Basri, Rusdaya Samsu, Ridha Aprillah Saputri, Fara Kesyha Cahya Saragih, Jef Rudiyantho Sari, Y. M. Sari, Yesi Paramita Satinem Sekar, Calya Sennang, Indo Shafira, Deitra Ni`Mah Shine Pintor Siolemba Patiro Sigit Widiyarto Sihombing, Veronika Dinar Romauli Sikki, Nurhaeni Silfanus Jelatu Sipayung, Mei Linda Siregar, Farhan Aldi Siti Anisah Siti Sangadah Soemarie, Yulistia Budianti Sofiantari, Aprilia Rizqi Sri Soleh, Muh. Sony Zulfikasari, Sony Sri Darmanti Sri Utami Subarkah, Pungkas Subianto, Tegar Subroto, Desty Endrawati Sugihwarni, Popy Suharto, Beri Sumaryati Syukur Sunardi Purwanda Suratman Suratman Surtina, Dara Susandra, Susandra Susilo, David Priyo Sustianingsih, Ira Miyarni Suwito, Gregorius Suyatiningsih, Suyatiningsih Tambunan, Debora Tiurlan Teguh Supriyanto Tioner Purba Titi Andaryani, Eka Titi Prihatin Toyib, Rozali Ukti Lutvaidah Umar, Amri Nurkholis Ummu Harmain, Ummu Utami, Afitri Diah Utomo, Nur Fadillah Bakti Wahyu, Yuliana Wahyudi Wahyudi Wicaksono, Aryo Seno Widjaja, Trees Nia Sari Widyasepti, Rebecca Amellya Wijayasir, Urie Elmara Wildan Witanto, Yuli Wulandari, Fani Sri Yahya, Zaini Yamin Putra, Diaz Anaya Muhammad Yinnie, Celine Yudoyono, Surya Bambang Yuli Witanto Yuliantri, Ayu Yuliyanto, Fito Yunus, Mukhtar Yurfiah, Yurfiah Zahra, Nadhifa Salsabila Zainal Said Zalikhu, Itoloni