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All Journal International Journal of Evaluation and Research in Education (IJERE) Journal of Food and Pharmaceutical Science Rotasi Jurnal Presipitasi : Media Komunikasi dan Pengembangan Teknik Lingkungan Media Statistika Jurnal Pendidikan Bahasa dan Sastra Indonesia Undiksha Tahkim (Jurnal Peradaban dan Hukum Islam) Jurnal Ekonomi, Bisnis dan Kewirausahaan (JEBIK) Jurnal Telaah dan Riset Akuntansi Diponegoro Journal of Accounting Jurnal Kesehatan Olahraga Avatara El-HARAKAH : Jurnal Budaya Islam Pharmaciana: Jurnal Kefarmasian Media Farmasi : Jurnal Ilmu Farmasi (Journal Of Pharmaceutical Science) Jurnal Dinamika Akuntansi Analisis: Jurnal Studi Keislaman Nadwa : Jurnal Pendidikan Islam Jurnal Theologia Media Ekonomi dan Manajemen Jurnal Karya Pendidikan Matematika Jurnal Dinamika Hukum Jurnal Ushuluddin Jurnal Transformatika Indonesian Journal of Tropical and Infectious Disease Jurnal Ijtimaiyya Journal of Accounting and Investment Pharmacon JPBM (Jurnal Pendidikan Bisnis dan Manajemen) Majalah Obat Tradisional An-Nuha : Jurnal Kajian Islam, Pendidikan, Budaya Dan Sosial Pharmauho: Jurnal Farmasi, Sains, dan Kesehatan MIQOT: Jurnal Ilmu-ilmu Keislaman Walisongo: Jurnal Penelitian Sosial Keagamaan JPW (Jurnal Politik Walisongo) At-Taqaddum Jurnal Akuntansi dan Perpajakan Jaqfi : Jurnal Aqidah dan Filsafat Islam E-Dimas: Jurnal Pengabdian kepada Masyarakat Al-Adyan: Jurnal Studi Lintas Agama JURNAL KEPEMIMPINAN DAN PENGURUSAN SEKOLAH KREDO : Jurnal Ilmiah Bahasa dan Sastra Jurnal Pendidikan Ekonomi & Bisnis Script Journal: Journal of Linguistic and English Teaching Pendas mahakam : jurnal pendidikan dan pembelajaran Sekolah Dasar Langkawi: Journal of The Association for Arabic and English Al-Dzikra: Jurnal Studi Ilmu al-Quran dan al-Hadits Jurnal ASET (Akuntansi Riset) Indonesian Journal of Educational Counseling Empowerment : Jurnal Pengabdian Masyarakat Journal of Economic, Bussines and Accounting (COSTING) Ijtima'iyya: Journal of Muslim Society Research Kompartemen : Jurnal Ilmiah Akuntansi Indonesian Journal of Chemistry JURNAL CENDEKIA HUKUM JMM (Jurnal Masyarakat Mandiri) Ganaya: Jurnal Ilmu Sosial dan Humaniora Indonesian Food Science and TechnologyJournal JOURNAL OF APPLIED ACCOUNTING AND TAXATION Edukasi Islami: Jurnal Pendidikan Islam NUR EL-ISLAM : Jurnal Pendidikan dan Sosial Keagamaan Technomedia Journal Owner : Riset dan Jurnal Akuntansi JURNAL PETIK Zawiyah: Jurnal Pemikiran Islam Adimas : Jurnal Pengabdian Kepada Masyarakat Jurnal Keperawatan Komprehensif (Comprehensive Nursing Journal) Jurnal Teknik Jurnal Sistem Cerdas Jurnal Ilmiah Mandala Education (JIME) Jurnal Akuntansi dan Bisnis Jurnal Mandala Pharmacon Indonesia MBIA Jemasi Jurnal Ekonomi Manajemen dan Akuntansi Darajat: Jurnal Pendidikan Agama Islam Jurnal Abdimas Mahakam Turast: Jurnal Penelitian dan Pengabdian JUTIS : Jurnal Teknik Informatika BALANCE Jurnal Akuntansi dan Bisnis Journal of Information Systems and Informatics Canrea Journal: Food Technology, Nutritions, and Culinary Journal Jurnal Abdimas Mandiri Neo Teknika: Jurnal Ilmiah Teknologi EDUKA : Jurnal Pendidikan, Hukum, Dan Bisnis INTEGRITAS : Jurnal Pengabdian Revenue: Jurnal Manajemen Bisnis Islam Matan: Journal of Islam and Muslim Society Jurnal Ilmu Administrasi: Media Pengembangan Ilmu dan Praktek Administrasi JURNAL RISET AKUNTANSI TIRTAYASA Res Nullius Law Journal Jurnal Teknologi dan Riset Terapan (JATRA) Motor Bakar : Jurnal Teknik Mesin Community Development Journal: Jurnal Pengabdian Masyarakat Current : Jurnal Kajian Akuntansi dan Bisnis Terkini Jurnal Fokus Manajemen Bisnis Journal of Computer Networks, Architecture and High Performance Computing Sricommerce: Journal of Sriwijaya Community Services Dinasti International Journal of Economics, Finance & Accounting (DIJEFA) Journal Coaching Education Sports Borneo Educational Journal (Borju) ARSY : Jurnal Aplikasi Riset kepada Masyarakat Yumary: Jurnal Pengabdian kepada Masyarakat JPM: JURNAL PENGABDIAN MASYARAKAT Computational and Experimental Research in Materials and Renewable Energy (CERiMRE) Jurnal Pendidikan dan Teknologi Indonesia Jurnal Farmasi Jurnal Senopati : Sustainability, Ergonomics, Optimization, and Application of Industrial Engineering MAHESA : Malahayati Health Student Journal EDUCASIA : Jurnal Pendidikan, Pengajaran, dan Pembelajaran Journal of Economics and Business Letters Al-Kawakib Jurnal Pengabdian kepada Masyarakat Bina Darma International Journal of Applied Finance and Business Studies Jurnal Impresi Indonesia International Journal of Research in Vocational Studies (IJRVOCAS) Didaktika Religia INSANIA : Jurnal Pemikiran Alternatif Kependidikan Jurnal Ilmiah Mahasiswa Raushan Fikr Pattimura Proceeding : Conference of Science and Technology JURNAL INOVASI DAN PENGABDIAN MASYARAKAT INDONESIA Edu Society: Jurnal Pendidikan, Ilmu Sosial dan Pengabdian Kepada Masyarakat Journal of Mathematics Instruction, Social Research and Opinion QiST: Journal of Quran and Tafseer Studies Prosiding Simposium Nasional Rekayasa Aplikasi Perancangan dan Industri Tsaqofah: Jurnal Penelitian Guru Indonesia ALSYS : Jurnal Keislaman dan Ilmu Pendidikan Jurnal Publikasi Ilmu Komputer dan Multimedia Al Muhafidz Jurnal Karya Abdi Masyarakat Jejak: Jurnal Pendidikan Sejarah Universitas Jambi Return : Study of Management, Economic and Bussines Magna: Journal of Aconomics, Management, and Business Jurnal Teknik Sipil Biner : Jurnal Ilmiah Informatika dan Komputer Jurnal Pengabdian Kreativitas Pendidikan Mahakam (JPKPM) Jurnal Gici Jurnal Keuangan dan Bisnis MODERAT: Jurnal Ilmiah Ilmu Pemerintahan Jurnal Masyarakat Madani Indonesia Eduvest - Journal of Universal Studies JBSI: Jurnal Bahasa dan Sastra Indonesia Al-Fahmu: Jurnal Ilmu Al-Qur'an dan Tafsir TAJDID: Jurnal Ilmu Ushuluddin National Multidisciplinary Sciences Jurnal RAK (Riset Akuntansi Keuangan) Jurnal Ilmiah Multidisiplin Indonesia Jeinsa : Jurnal Ekonomi Ichsan Sidenreng Rappang Kohesi: Jurnal Sains dan Teknologi Karimah Tauhid Academic Journal Research Journal of Food and Pharmaceutical Sciences MUALLIMUN : JURNAL KAJIAN PENDIDIKAN DAN KEGURUAN Izzatuna: Jurnal Ilmu Al-Qur'an dan Tafsir Media Hukum Indonesia (MHI) Talent: Journal of Economics and Business Jurnal Ekonomi Pertanian dan Agribisnis IPSIKOM Management Analysis Journal Journal of Innovation and Research in Agriculture El-Mu'Jam. Jurnal Kajian Al Qur'an dan Al-Hadis Jurnal Dinamika Akuntansi Jurnal Kefarmasian Indonesia Suhuf: International Journal of Islamic Studies Mein: Journal of Mechanical, Electrical & Industrial Technology Islamic Perspective on Communication and Psychology Jurnal Pemberdayaan Masyarakat dan Komunitas Jurnal Manajemen Riset Bisnis Indonesia Jurnal Keislaman INOVTEK Polbeng - Seri Informatika Indonesian Governance Journal : Kajian Politik-Pemerintahan Jurnal At-Tadbir: Media Hukum dan Pendidikan Dinamika Pendidikan Jurnal Tarbiyatuna Al Mudzakarah: Journal of Islamic Studies Jurnal Teknologi dan Bisnis Cerdas Indonesian Journal of Aerospace
Abdul Rohman
Jurusan Akuntansi, Fakultas Ekonomi, Universitas Diponegoro Semarang Kampus Tembalang, Semarang 50239
Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Astronomy Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Medicine & Pharmacology Neuroscience Nursing Physics Public Health Social Sciences Transportation Other

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The influence of working capital and company size on financial performance in SOE Banking Company Astutik, Endang Puji; Rohman, Abdul
Journal of Economics and Business Letters Vol. 3 No. 6 (2023): December 2023
Publisher : Privietlab

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55942/jebl.v3i6.268

Abstract

This research aims to determine the effect of working capital and company size on the financial performance of state-owned banking companies listed on the IDX. The population of this research is state-owned banking companies registered on the IDX from 2010 - 2019. In this research, 40 samples from 4 companies were taken using the purposive sampling method and observed for ten years. This research uses the e-views ten application. The study results show that working capital with a specification of 0.5830 > 0.05 does not affect financial performance. Company size with a specification of 0.0243 <0.05 affects financial performance. Working capital and company size with a specification value of 0.000000 <0.05 simultaneously affect financial performance
Relevansi Sila Ketuhanan Yang Maha Esa Dengan Pengamalan Tauhidullah Bagi Masyarakat Muslim di Indonesia Rohman, Abdul
Jurnal Keislaman Vol. 7 No. 2 (2024): Jurnal Keislaman
Publisher : Sekolah Tinggi Agama Islam Taruna Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54298/jk.v7i2.245

Abstract

This article discusses the relevance of the first principle of Pancasila for the realization of religious harmonization in Indonesia, which is still seen as contrary to the concept of tauhidullah for muslim communities in Indonesia. The author identifies these problems, including the relationship between the first principle or Pancasila and tauhidullah, the relationship between muslim and non muslim in national and state life, as well as the relevance of the principle og Belief in One Almighty God and tauhidullah fir muslim community in Indonesia . The result of the research include: (1) The relationship between the first principle of Pancasila and the concept of tauhidullah, namely that both attempt to teach the concept of the oneness of God; (2) The first principle of Pancasila and the concept of tauhidullah teach the importance of good relations between muslim and non muslim in the live of plural society in Indonesia; (3) The rinciples of belief in the Almightty God and the concept of tauhidullah have close relevance, especially maintaining tolerance between religious communities.
Implementation of Backprojection Algorithm for Synthetic Aperture Radar Image Processing on Low-Cost Hardware Platform Agus Wiyono; Chasanah, Nurul; Abner Hamonangan, Jefri; Ruhiyat, Abdurrasyid; Rohman, Abdul; Kurniawan, Farohaji; Muksin; Arief Aditya, Satria; Hendra Wahyudi, Agus; Rahayu, Novelita; Arisal, Andria; Setiadi, Bambang
Indonesian Journal of Aerospace Vol. 21 No. 2 (2023): Indonesian Journal Of Aerospace
Publisher : BRIN Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55981/ijoa.2023.2516

Abstract

This work presents the implementation of back-projection algorithm for Synthetic-Aperture Radar (SAR) signals on a low-cost, small, lightweight, and low-power consumption platform: Raspberry Pi. The algorithm is implemented with GNU Octave open-source software and the performance was tested on Raspberry Pi 3B and 4 hardware. For performance comparison, a single-threaded baseline implementation of back-projection is created and then modified to run on several threads on an available multicore processor. Executing a single-threaded code Raspberry PI is too slow for real-time imaging. However, the parallelized version shows computation improvement over the baseline version. We include a discussion of parallel implementation on a single Pi using Octave’s parallel package. This study contributes to the understanding of implementing SAR image processing on affordable single-board platforms with constrained computing resources.
Transcending Bodily Boundaries: The Existence of Women in Naguib Mahfouz’s Short Story Tahwida from the Collection Hams al-Nujum through Simone de Beauvoir’s Existential Feminism Perspective Audi, Moch. Julian Rizqy; Rohman, Abdul
JBSI: Jurnal Bahasa dan Sastra Indonesia Vol. 5 No. 02 (2025): Artikel Riset Periode November 2025
Publisher : Information Technology and Science(ITScience)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/jbsi.v5i02.7109

Abstract

This study examines the representation of women's existence through the character of Tawhida in Naguib Mahfouz's short story Tahwida using Simone de Beauvoir's existential feminism perspective. This perspective views women not as objects of patriarchal culture, but as subjects who have awareness, freedom, and authenticity in determining their existence. Using a descriptive qualitative method and a literature review approach, this study focuses on collecting data and information from various written sources, such as books, scientific journals, articles, and documents relevant to this research. This study explores how the body, subjectivity, spirituality, and social relations of the character Tawhida represent women's struggles in facing social constructs that limit their freedom of movement. The results of the study show that Tawhida is not merely a symbol of beauty or domestication, but rather an autonomous, spiritual, and intellectual woman. She transcends the social boundaries that constrain her and demonstrates the ability to consciously interpret her life. In the context of modern Arabic literature, the representation of Tawhida marks a paradigm shift from passive women to active, critical, and empowered subjects. Thus, this study confirms that female characters in literary works can be a means of articulating women's authentic existence, as well as a form of resistance against the objectification and subordination attached to women's bodies and social roles.
Workshop Pengembangan Bahan Ajar Digital Berbasis Deep Learning Bagi Guru-Guru di SMKN 4 Kota Bandung Saripudin; Harja, Sri Lestari; Suartini, Tuti; Sutinah, Cucu; Sukandar, Aan; Fauzan Prasetia, Irsyad; Tantra Paramitha, Sandey; Rohman, Abdul
Jurnal Pengabdian kepada Masyarakat Bina Darma Vol. 5 No. 3 (2025): Jurnal Pengabdian kepada Masyarakat Universitas Bina Darma
Publisher : DRPM-UBD

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33557/e8h98c52

Abstract

Perkembangan teknologi digital dan kecerdasan artifisial (KA) menuntut guru SMK untuk mampu merancang pembelajaran yang adaptif dan relevan dengan kebutuhan industri. Namun, hasil identifikasi kebutuhan di SMKN 4 Bandung menunjukkan bahwa sebagian besar guru belum memahami Pendekatan Pembelajaran Mendalam (PPM) dan belum memiliki keterampilan dalam mengembangkan bahan ajar digital dengan memanfaatkan KA. Kegiatan pengabdian kepada masyarakat ini bertujuan untuk meningkatkan kompetensi guru melalui workshop yang dilaksanakan dalam dua sesi, masing-masing pada 18–20 Juni 2025 dan 15–16 Juli 2025, serta terintegrasi dengan program In House Training (IHT) sekolah. Sebanyak 95 guru mengikuti workshop, didampingi oleh 15 mahasiswa yang berperan sebagai asisten fasilitator. Metode pelatihan meliputi ceramah interaktif, diskusi kelompok, demonstrasi, praktik langsung, serta pendampingan pembuatan modul ajar digital. Hasil evaluasi menunjukkan adanya peningkatan signifikan pada pemahaman guru, terlihat dari kenaikan skor rata-rata pre-test sebesar 49,84 menjadi 82,81 pada post-test, serta meningkatnya kualitas modul ajar yang dihasilkan. Meskipun tingkat partisipasi bervariasi di setiap tahap, dampak pelatihan mencakup peningkatan literasi pedagogik, keterampilan digital, serta kesiapan guru dalam menerapkan pembelajaran mendalam berbantuan KA. Kegiatan ini menyimpulkan bahwa pelatihan berbasis kebutuhan efektif dalam meningkatkan kapasitas guru dan dapat diadopsi sebagai model pelatihan berkelanjutan di lingkungan SMK.
Konsep Pemilihan Pemimpin Dalam Persfektif Konstitusi Indonesia dan Islam Rohman, Abdul
Jurnal At-Tadbir : Media Hukum dan Pendidikan Vol 31 No 2 (2021): Eksistensi Pendidikan, Hukum dan Politik pada Masa Pandemi Covid 19
Publisher : Institut KH Ahmad Sanusi (INKHAS) Sukabumi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52030/attadbir.v31i2.78

Abstract

Pemimpin menempati posisi penting karena memegang kebijakan yang berkaitan dengan hajat hidup orang banyak. Penelitian ini bertujuan untuk membahas konsep pemilihan pemimpin dalam persfektif konstitusi Indonesia dan Islam. Penelitian ini merupakan penelitian yuridis normatif, dengan menggunakan pendekatan kualitatif. Data yang diperoleh dari studi pustaka dikumpulkan dan dianalisis guna mendapatkan gambaran yang paling mendekati kebenaran. Hasil penelitian ini diantaranya: (1) Semua warga negara Indonesia dijamin hak untuk memilih berdasarkan hati nuraninya oleh konstritusi, melalui pemilu yang berasaskan LUBER dan JURDIL; (2) Islam sangat menekankan pada pemeluk agamanya untuk memilih pemimpin dari kalangan muslim. Meskipun pendapat Al-Mawardi membolehkan memilih non muslim dengan syarat bukan pemimpin eksekutif, legislatif, dan yudikatif (pusat), namun al-Qur’an dan Hadits lebih menguatkan akan keharusan bagi setiap yang beragama Islam memilih pemimpinnya sesama-sama seakidah (muslim). Maka dapat disimpulkan bahwa terdapat perbedaan prinsipal pada konsep pemilihan pemimpin dalam perspektif konstitusi Indonesia
GLOBAL TRENDS AND THEMATIC DYNAMICS IN GREEN ACCOUNTING RESEARCH (2000–2024): A BIBLIOMETRIC ANALYSIS OF SCOPUS PUBLICATIONS Rahman, Anisa; Rohman, Abdul
CURRENT: Jurnal Kajian Akuntansi dan Bisnis Terkini Vol. 6 No. 3 (2025): Current : Jurnal Kajian Akuntansi dan Bisnis Terkini
Publisher : Universitas Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31258/current.6.3.731-745

Abstract

This study analyzed 925 Scopus-indexed documents from 2000–2024 using RStudio Bibliometrix to map trends, collaborations, and the evolution of green accounting research themes. Results show an 11.59% annual growth in publications, with Schaltegger and Gray as lead authors, and a shift in key topics from carbon accounting to biodiversity and accountability. Findings highlight a collaboration gap between developed and developing countries, and the dominance of institutions from the Global North, while engagement in developing countries remains low. This research contributes to scholarship by mapping international collaborations, understanding critical themes, and providing a roadmap for globally inclusive research. Practical implications include recommendations for cross-border collaboration and the development of integrated carbon reporting standards to drive business transitions toward sustainability. This study is limited by its data collection solely from English-language Scopus documents and its quantitative bibliometric approach. Consequently, qualitative aspects and other sources of basic data remain unexplored. Future research is recommended to incorporate content analysis and expand the data coverage for more comprehensive results.
Fungsi Islamic Worlview dalam Kehidupan Seorang Muslim Sumiran, Sumiran; Kurniawan, Ilham; Hakim, Lukmanul; Abdullah, Abdullah; Rohman, Abdul
TSAQOFAH Vol 6 No 1 (2026): JANUARI
Publisher : Lembaga Yasin AlSys

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58578/tsaqofah.v6i1.8040

Abstract

The phenomenon of value disorientation and identity crisis among contemporary Muslims, marked by the growing influence of materialism and secularization, indicates a gap between religious knowledge and the comprehensive implementation of the Islamic Worldview. This study aims to analyse in depth the essential functions of the Islamic Worldview as a foundation of thought, a shaper of character, and a guide to action for Muslims amid contemporary challenges. The study employs a literature review (library research) method by examining and synthesizing relevant scholarly sources on the concept and role of the Islamic Worldview. The findings identify six main functions of the Islamic Worldview, namely: (1) foundation of creed (tauhid); (2) moral and ethical guidance; (3) determinant of life purpose (attaining sa‘adah); (4) filter against external influences, particularly secularism; (5) basis for social and scientific action; and (6) integration of the worldly and hereafter dimensions. Accordingly, the Islamic Worldview is not merely a theoretical construct, but a comprehensive belief system that is vital for shaping the holistic Muslim personality (Insan Kamil). Proper internalization of the Islamic Worldview serves as a firm foundation for safeguarding identity, orienting life goals, and reinforcing the consistency of Muslim behaviour, thereby offering a conceptual solution to the global value crisis.
Problematika Pesantren dan Lembaga Pendidikan Islam Taufiqurrahman, Taufiqurrahman; Kurniawan, Ilham; Hakim, Lukmanul; Abdullah, Abdullah; Rohman, Abdul
TSAQOFAH Vol 6 No 1 (2026): JANUARI
Publisher : Lembaga Yasin AlSys

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58578/tsaqofah.v6i1.8075

Abstract

Pesantren, as the oldest and most distinctive Islamic educational institutions in Indonesia, play a central role in shaping character, morals, and the preservation of Islamic values, yet in the midst of modernization and globalization they face various critical problems. This study aims to identify the main challenges faced by pesantren and other Islamic educational institutions, including limited resources (infrastructure, technology, and funding), the relevance of the curriculum in responding to labor market demands, and the need for more dynamic and adaptive educational methodologies. Using a qualitative-descriptive approach based on literature study, this analysis shows that pesantren are required to achieve a balance between the tradition of Kitab Kuning and modernity in the form of mastery of general sciences and technology. The suggested solutions include integrating a comprehensive curriculum that combines Islamic studies with mathematics, science, ICT, and languages; developing problem-based and interactive learning methodologies; and strengthening the economic self-reliance of pesantren. These adaptation efforts are crucial for enabling pesantren to maintain their scholarly identity while making a significant contribution to producing cadres who are mutafaqqih fiddin and competitive in the contemporary era.
MODEL KOMPARASI ALGORITMA DECISION TREE UNTUK PREDIKSI PENYAKIT JANTUNG Rohman, Abdul
Neo Teknika Vol 7, No 2 (2021): Vol 7 No 2 (2021) : Jurnal Neoteknika Volume 7 Nomer 2 Desember 2021
Publisher : Universitas Pandanaran

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37760/neoteknika.v7i2.2178

Abstract

Penyakit jantung merupakan penyebab kematian tertinggi di dunia dan Indonesia. Kemampuan sistem prediksi menjadi penting bagi praktisi kesehatan dalam pengambilan keputusan yang cepat dan akurat. Pada penelitian ini dilakukan komparasi tiga algoritma Decision Tree, yaitu C4.5, CART, dan Random Forest, menggunakan dataset penyakit jantung UCI. Evaluasi dilakukan melalui confusion matrix dan ROC curve untuk melihat akurasi dan AUC setiap algoritma.Hasil pengujian menunjukkan bahwa Random Forest memberikan performa terbaik dengan akurasi 90,12% dan AUC 0,972, disusul CART (87,41%; AUC 0,960) dan C4.5 (86,59%; AUC 0,957). Hal ini membuktikan bahwa ensemble-based Decision Tree mampu memberikan akurasi yang lebih stabil dibandingkan pohon tunggal.Kata Kunci: Decision Tree, C4.5, CART, Random Forest, Penyakit Jantung
Co-Authors -, Sutriyanto Abda Abda Abdillah, David Fahmi Abdul Aziz Abdul Ghofar Abdul Majid Abdul Rahman Abdullah Abdullah Abdullah Zainur Rouf Abner Hamonangan, Jefri Abu Bakar, Nor Kartini Achlami HS., MA. Achmad Fudholi Achmad Hidayatullah, Achmad Achmad Tarmizi Achmad Wildan Kurniawan, Achmad Wildan Ade Pratama Adhistya Rizky Bestari Agung Endro Nugroho Agung, RM. Hasbi Pratama Arya Agus Wiyono Agustin, Niyar Candra Agustina Styawan, Anita Agustinus Yuswanto, Agustinus Ahmad Ahmad Ahmad Kholil Ahmad Muthohar Ahmad Nurkhin Ahmad Tafsir, Ahmad Ahmad Taufiq AIDA SYARIF Akbar, Muhammad Robbani Akbar, Tarmizi Akmala, Shafira Alan Prahutama Ali Djamhuri Ali Maksum ALMonawer, Faisal Hamad Ambo' Dalle, Abd. Rahman Amdi Noviwijaya Amin Amin Amin Ana Mufarida, Nely Ana Tsalitsatun Ni'mah Andi Suhendi Andri Prisda Tyaka Andria Arisal, Andria Andrianto, Usman Andryani, Putu Cisya Anggita Rosiana Putri Anggra, Fiveriati Anggraini, Lala Anggriani, Firhani Anief Rufiyanto Antariksih, Daisy Dwijati Kumala Ratna Anthony, Aurelia Rayhandita Anwar Hartanto, Mastu Any Guntarti Arbain Arbain, Arbain Archanti, Amelia Rachma Arianto, Fery Arief Aditya, Satria Arief Nurrochmad Arieff Salleh Rosman Arifton, Arifton Arini, Rien Larasati Ariwiyono, Nopem Ariyanto Setyawan ASPAHANI ., ASPAHANI Astuti, Rini Widya Astutik, Endang Puji Audi, Moch. Julian Rizqy Auliasari, Yasmin Awidarta, Kevin Azizah, Ansatul Bahari, Fadhil Achmad Agus Bali Geroda , Godefridus Bali Geroda, Godefridus Bambang Antoko Bambang Setiadi Bin Cecep Mustopa, Rodhi Hakiki Bisono, Widyatmaja Wendra Brantasari, Mahkamah Briliany, Ghina Khoirunisa Budi Haryanto Budiharto - Burhanuddin Burhanuddin Butlam, Qoree Cahyaningrum Giyanto, Sinta Cahyaningrum, Safira Candra, Riki Candri Candri Chairul Anam, Chairul Chandrawati, Titi Chrisnawati, Venny Christian Wiradendi Wolor Churrahman, Taufik Dachriyanus Dachriyanus Daniel Happy Putra Daspar Daspar Dedi Kuswandi Dedi Rahman Nur Defriono , Ilham Deik, Mohammad Dewi, Suryani Kurnia Diah, Yuliansyah M Dian Alan Setiawan Dias Indrasti Didit Haryadi Dikha Anugrah Dinafa, Aya Sofia Dinar, Dinar Djoko Santosa Djoko Susanto Djoko Wahyono Doddy Aditya Purnomo Dwinta Mulyanti Dzul Rachman, Dzul Edi Mulyadi Edi Pramono Efriandy, Iwan Eko Andy Purnomo Eko, Rochmad Ela Suryani Elfayang Rizky Ayu Puspitasari, Elfayang Rizky Elis Puspitasari Ely Trianasari Endang Lukitaningsih Ermadiani, Ermadiani Erni Wijayanti, Erni Fabian Fadhly Jambak Fachrurrozie Fahrur Rozi Fajar A. Lumakso, Fajar A. Fajran, Muhammad Faleh Setia Budi Farahwahida Mohd. Yusoff Farisya Nurhaeni Fariz Farrih Izadi Farma Pasaribu, Indah Fatma, Diniyatul Fatmawati, Fastri Fauzan Prasetia, Irsyad Febryan Maula, Ince Suil Fernandez, Ceferino Carrera Fernando, David Fikri, Muhammad Dhiaul Firdousi, Muhammad Anwar Friska, Friska Geroda, Godefridus Bali Gustav Qhadafi, Muhammad Leonard Hadi Pramono Hanifah, Risti Hanifah Hardiko, Nova Dwi Harhab, Khalik Fazarin Harini, Cicik Haris Abizar, Haris Harja, Sri Lestari Hartono Hartono HARTONO, SOETANTO Haryanda, Feren Hasan Mukhibad Hasanah, Nurul Azizah Hasanudin, Agus Ismaya Hasanudin, Maulana Hazyimara, Karunia Hendra Wahyudi, Agus Heni Noviarita Heni Rizqiati Heriyadi, Akhmad Heru Sasongko Hidayat, Syafira Kamilatul Hiping, Maria Goretti Adella Kornelia Yulianti Huda, Ulul I Dewa Ayu Intan Pradnyadari, I Dewa Ayu Intan Ika Sasti Ferina, Ika Sasti Ilham Basri K Ilham Kurniawan Ilma, Alfadlilah Ilmi, Wafi Bahrul Iman Sunendar Indu Prasetya Ning Rahayu Irnawati Irnawati Isda, Raiyyan Rahmi Iskandar Iskandar Ismail I, Ismail Iswahyudi Joko Suprayitno Jaka Isgiyarta Jaka Suwita Jang, Young Pyo Jejen Hendar Kanom, Kanom Kesuma, Nilam Khafidoh, Khafidoh Khairul Muzaka Khamisah, Nur Khanifah Khanifah Khotiah, Titik Kornelia Yulianti Hiping , Maria Goretti Adella Kosjoko Kosjoko Kurnia M, Fakhruddin Kurniasih, Esy Kurniawan, Aszhari Kurniawan, Edi - KURNIAWAN, FAROHAJI Kusbandhono, Erryk Kusuma, Amir Reza Kusumadewi, Awal P. Kusumaningrum, Permata Kusumoaji, Danartomo Kuwat Triyana Laela Hayu Nurani Langgeng Budianto Lestari, Tri Lukitadi, Projek Priyonggo Sumangun Lukmanul Hakim M. Sali, Jakariah Maftuchach, Viniyati Majid, Muhammad Syahdan Manggo, Tasya Faradillah Margaliu, Muhammad Fikrinala Margi Kurnianingsih Marlyn Dian Laksitorini, Marlyn Dian Maryati, Yeti Sri Maryuni, Yuni Mastrianto, Agus Maulidha, Annisa Salma MG. Adella kornelia Yulianti. H Milwan, Milwan Mintarti Mintarti, Mintarti Mita Amalia Raraswati MMSI Irfan ,S. Kom Moh. Isom Mudin Moh. Yardho Mohamad Ali Mohamad Da'i Mohammad Muslih Moza Dela Fudika, Moza Dela Mubaroka, Barikli Muh.Haikal Dwi Atabik Muhammad Irfan Muhammad Rizki Kurniawan, Muhammad Rizki Muhtamiroh, Siti - Muksin MUNASIB MUNASIB, MUNASIB Muntohir, M. Muslih, M. Kholid Musmuallim Muthohar, Ahmad - Muthoifin Mutia Kusuma Wardani Muttaqien, Ghazi Abdullah Muttaqin, Fasial Muzaka, Khairul Nadhira, Hafifah Hasya Nadiah, Nurul Nancy Dewi Yuliana Nanda Saifullah Sulaiman, Teuku Nandi Nandi, Nandi Nareswari, Ardhia Devitha Nawwaruddin, Hazza Hammam Nawwaruddin, Hazza' Hammam Ngurah Agung Dewantara Putra, I Gusti Ningrum, Karina Primatyas Noor Asyik Nova, Yuzon Sutrirubiyanto Novan Adi Setyawan Novichasar, Suamanda Ika Nur Rifa Da’i, Rahmat Adi Nur'aini, Mutiara Shafa Nurcahyani, Novi Nurfitria Ningsih Nurhasanah Nurhasanah Nurlaela NURLAELA NURLAELA Nurniswati Nurniswati Nurul Chasanah Nurul Hidayati Nurullah, Asfeni Okky Widya Arintasari, Okky Widya Oktapiani, Putri Eriana Oktavia, Bella Rafti Oruw, Arikus Palahudin Palma, Miguel Pane, Widi Syahtia Paramitha, Sandey Tantra Pasaribu, Indah Farma Patmawati Patmawati, Patmawati Permadi, Niki Veranda Agil Permana, Dede Permatasari, Lina Pitaloka, Nirwana Asri Diah Pramesti, Desta Wulandari Pranata, Sofyan Puji Pranowo, Widhi Prasetya, IGNA Satria Prasetyo, Dwi Wahyu Pratama, Jodi Setya Preacyllia, Abellinda Prihadi, Kususanto Ditto Priya Haresmita, Perdana Prof. Dr. I Wayan Rasna,M.Pd . Pujaroh, Siti Puji Harto Purnomo, Doddy Aditya Purwanto Putra, Riki Candra Putri Nur Anggraini Putri, Jeficca Fania Putriyandari , Rofily Raharjo Raharjo Rahayu, Novelita Rahman, Anisa Rahman, Julia Fatia Rahman, Ryan Arief Rahmawati, Renita Rahmawati, Wahidah RAMADHAN, NURMAN Ramdany, Ramdany Ratieh Widhiastuti Ratna Asmah Susidarti Ratno Agriyanto Rendy Cahyo Hadiwijaya Retno Murwanti Riano Roy Purnaditya, Riano Ricka Prasdiantika Ridwan, Inayatilah Rindanigsih, Ida Risdiani, Risdiani Rizky, Lutvia Dian Alvanda Rochcham, Muhammad Rochmawati Daud, Rochmawati Rofily Putriyandari, Rofily Rohamini, Robi Rohmah , Annisa Rohmah, Annisa Rohmat Mujahid, Rohmat Rojikun, Ahmad Ronny Martien Rony, Zahara Tussoleha RUHIYAT, ABDURRASYID Rulianto, Jangka Rumanian, Tigran Rumiyati Rumiyati, Rumiyati Rusdianasari Rusdianasari Ruslie, Caroline Rustiana, Mega Rusydah, Muthia Kautsar safitri, Lis Saifuddin, M. Saifullah, Ahmad Sanjaya, Ucta Pradema Santoso, Emie Saragih, Andreas Cahya U.R.P. Sari, Miftiana Nugraha Sari, Yuliana Indah Saripudin Saripudin Sariyatun Sariyatun Satrio Yudho Widiantoro Selamet Riyadi Selvi Setiawan, Puguh Aji Hari Setiyawan, Indra Budi Setyaningsih, Widiastuti Shahrel Ahmad SA Sharon Eunike Lario, Claresta Shorea Helminasari Sihombing, Melina Yosephine Siregar, Addinulsyah Siti Aisiyah Siti Muhtamiroh, Siti Siti Setianingsih Sofha, Nurhaliza Maridha Soleha, Renita Solikhun Arifin Sonia Sophian, Alfi Sosidah Sosidah, Sosidah So’im, Subagio Sri Mujiyono Sri Rahayu, Ninik Sri Rokhlinasari Srifariyati, Srifariyati Stiawan, Romi Adetio Styawan, Anita A. Suara, Mahyar Subagus Wahyuono Subhan Sudibyo Martono Sudjatmiko, Aliem Sufiati Bintanah Sugeng Riyanto Sukaena, Sukaena Sukandar, Aan Sulastri, Meti Sumasaputra, Hendry Pramudipta Sumiran, Sumiran Suntoro, Adib Fattah Surya Raharja Suryaningsih, Maria Sutinah, Cucu Suyono Suyono Syahril Syahtia Pane, Widi Syamsudin Syamsudin Syarifuddin Syarifuddin Syifauddin, Muhammad Syifauddin, Muhammad - Tarmedi, Emed Taufiq, Wildan Taufiqurrahman Taufiqurrahman Tedjo Sukmono Tiani Wahyu Utami Tito Anantyo Hartono, Tito Tri Hastono Tri Jatmiko Wahyu Prabowo, Tri Jatmiko Wahyu Tri Lestari Trimelawati, Reni Triwahyudi . Tuti Suartini Ubaidillah Ubaidillah Ubaidillah Ulfah, Indriana Utik Bidayati, Utik Vendra, Chiesa Krisnaya Verina, Dhea Chandra Wahib, Moh Faris Nur Wahyudin Wahyudin Wana, Desty Wardah Suweleh, Wardah wati, Eliya Wibisono, Bagas Wibowo, Tubagus Umar Syarif Had Widya Parimita, Widya Widyaningrum, Diptya Wildana Wargadinata Windarsih, Anjar Yaakob B. Che Man Yane Regiyana, Yane yanto, Adi Yap, Helen Yeusy, Rachel Yoga Bayu Adi Yuliana Noor Setiawati Ulvie Yunus, Badruzaman Yunus, Meila Filhasni Zarkasyi , Amal Fathullah Zubaydah, Wa Ode Sitti Zulaiha, Eni