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All Journal JURNAL BISNIS STRATEGI Jurnal Manajemen Teknologi Jurnal Produksi Tanaman Jurnal Ilmu-Ilmu Peternakan (Indonesian Journal of Animal Science) Jurnal Ekonomi Syariah Teori dan Terapan An-Nisbah: Jurnal Ekonomi Syariah Jurnal Ampere Jurnal Sains & Teknologi Lingkungan JIET (Jurnal Ilmu Ekonomi Terapan) ETTISAL Journal of Communication Sistemasi: Jurnal Sistem Informasi International Journal of Islamic Economics and Finance (IJIEF) JOURNAL OF APPLIED INFORMATICS AND COMPUTING Jurnal Tata Kelola dan Akuntabilitas Keuangan Negara Civil and Environmental Science Journal (CIVENSE) JIPES - JOURNAL OF INDONESIAN PHYSICAL EDUCATION AND SPORT KOMIK (Konferensi Nasional Teknologi Informasi dan Komputer) JOURNAL OF SCIENCE AND SOCIAL RESEARCH Cakrawala: Jurnal Litbang Kebijakan JOURNAL OF APPLIED BUSINESS ADMINISTRATION Harmoni Puitika EkBis: Jurnal Ekonomi dan Bisnis Jurnal Anggaran dan Keuangan Negara Indonesia (AKURASI) Jurnal Penelitian Kebijakan Pendidikan Journal of Environmental Science and Sustainable Development PUBLIKASI PENELITIAN TERAPAN DAN KEBIJAKAN Food ScienTech Journal ASIAN JOURNAL OF ISLAMIC MANAGEMENT (AJIM) Cendekia Niaga Khazanah Intelektual Insights in Public Health Journal Jurnal Litbang Provinsi Jawa Tengah Inovasi: Jurnal Diklat Keagamaan Wawasan: Jurnal Kediklatan Balai Diklat Keagamaan Jakarta JENTRE Akuntansi dan Teknologi Informasi Nursing and Health Sciences Journal (NHSJ) Jurnal Kebijakan Pembangunan Daerah : Jurnal Penelitian dan Pengembangan Kebijakan Pembangunan Daerah Jurnal Ketenagakerjaan Asian Management and Business Review Al-Kawakib Jurnal Pertahanan dan Bela Negara Jurnal Altifani Penelitian dan Pengabdian kepada Masyarakat Salus Cultura: Jurnal Pembangunan Manusia dan Kebudayaan El-Qish: Journal of Islamic Economics Bestuurskunde: Journal of Governmental Studies Jurnal Persaingan Usaha Jurnal Penelitian Kebijakan Pendidikan Jurnal Jaminan Kesehatan Nasional JENTRE: Journal of Education, Administration, Training and Religion Journal of Applied Sciences in Accounting, Finance, and Tax Prosiding Seri Seminar Nasional Jurnal Akuntansi dan Keuangan Indonesia Jurnal Peradaban Masyarakat (JPM) Widyadewata: Jurnal Balai Diklat Keagamaan Denpasar eProceedings of Art & Design Jurnal Riptek Jurnal Manajemen Pelayanan Kesehatan (The Indonesian Journal of Health Service Management) Pangripta Jurnal Ilmiah Kajian Perencanaan Pembangunan Paradigma: Junal Kalam dan Filsafat Journal of Business and Political Economy: Biannual Review of The Indonesian Economy Review The Journal of Anti Money Laundering and Countering The Financing of Terrorism (AML/CFT Journal) Khidmatuna: Jurnal Pengabdian Masyarakat Sinergi International Journal of Management and Business Prosiding Seminar Nasional Inovasi Teknologi Terapan Jurnal Kegawatdaruratan Medis Indonesia JPEG Jurnal Inovasi Daerah Journal of Financial, Business and Economics Jurnal Ilmiah Manajemen Ekonomi Dan Akuntansi (JIMEA) El-Mujtama: Jurnal Pengabdian Masyarakat Jurnal Magister Ekonomi Syariah Journal of Religious Policy Review of Management, Accounting, and Business Studies An-Nisbah: Jurnal Ekonomi Syariah Jurnal Archipelago Iqtishadia: Jurnal Ekonomi dan Perbankan Syariah Jurnal Kebijakan Pembangunan Daerah (JKPD) JIKTIF Jurnal Penelitian, Pengabdian dan Pemberdayaan Masyarakat Journal of Asian Wisdom and Islamic Behavior Journal of Shoutheast Asian Islam and Society (JSEAIS) Jurnal Gladiator KAMBOTI : Jurnal Sosial dan Humaniora Nusantara Innovation Journal Jurnal Ners Lentera Jurnal Penelitian Kebijakan Pendidikan Jurnal Pertanahan CONSERVA : Jurnal Konservasi Sumber Daya Alam dan Lingkungan Jurnal JEETech
Alfarizi, Muhammad
Bina Nusantara University
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Literature Review Study: Factors Affecting Caring Performance in Low Birth Weight (LBW) Infants Ira Rahmawati; Rahmawati, Iis; Alfarizi, Muhammad
Nursing and Health Sciences Journal (NHSJ) Vol. 4 No. 2 (2024): June 2024
Publisher : KHD-Production

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53713/nhsj.v4i2.363

Abstract

Globally, neonatal deaths are caused by LBW during home care. Complex LBW care when returning home requires parental knowledge and skills in understanding the baby's condition. Good care performance is required by parents and controlling factors that influence treatment at home. This study aimed to identify the factors that influence caring performance in LBW. The study using a literature review narrative design with 4 stages of selection based on the PRISMA diagram. Articles were searched using the search engines PubMed, SpringerLink, ScienceDirect, and Google Scholar with Indonesian and English keywords. From the results of the review, 11 articles were obtained which contained factors that influence caring performance during home care. From the analysis of all articles, it was found that there were 4 factors that influenced caring performance, namely maternal factors, sociodemographic factors, external factors, and cultural factors. The factor that has the most influence on caring performance is the mother's factor. Special interventions are needed for mothers to improve skills in LBW care at home to reduce neonatal mortality.
Referral Healthcare Services and Efficiency of Indonesian Health Insurance on Patient Satisfaction and Life Quality Alfarizi, Muhammad; Arifian, Rafialdo; Noer, Lissa Rosdiana
Jurnal Jaminan Kesehatan Nasional Vol. 4 No. 2 (2024): Jurnal Jaminan Kesehatan Nasional
Publisher : BPJS Kesehatan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53756/jjkn.v4i2.278

Abstract

The UN's Sustainable Development Goals (SDGs) target Universal Health Coverage (UHC) to ensure equitable access to health without financial burden. The National Health Insurance Program-Healthy Indonesia Card (JKN-KIS) by BPJS Kesehatan seeks to meet the health needs of the Indonesian people, especially vulnerable groups, including in East Java, which faces many cases of catastrophic diseases. This study aims to analyse the impact of the quality of referral health services and the efficiency of insurance administration on the satisfaction and quality of life of catastrophic patients in East Java. This study uses a positivist quantitative approach with a questionnaire-based Cross-Sectional design to collect data from outpatient catastrophic patients in East Java. Two hundred sixty-three responses were analysed using the PLS-SEM technique through SmartPLS 4.0 software to test hypotheses regarding the quality of referral services, insurance administration, patient satisfaction, and quality of life. The results showed that the ease of JKN-KIS administration significantly affected participant satisfaction, corroborating previous findings regarding the importance of easy access and simple administrative procedures in increasing the positive perception of services. In addition, the quality of referral health facility services also increases satisfaction, especially in meeting the care needs of catastrophic patients. Satisfaction with JKN-KIS also significantly impacts patients' quality of life, improving their physical health, emotional stability, and social satisfaction. These findings encourage optimising JKN-KIS services through digitisation and improving the quality of special services for catastrophic patients to maintain participant satisfaction and trust
The Determination of State Budget Governance of Indonesian Public Higher Education Institutions Post COVID-19 Pandemic Alfarizi, Muhammad
Jurnal Tata Kelola dan Akuntabilitas Keuangan Negara Vol. 9 No. 1 (2023): JTAKEN Vol. 9 No. 1 June 2023
Publisher : Badan Pemeriksa Keuangan Republik Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28986/jtaken.v9i1.1024

Abstract

The communication and information openness era, which has become increasingly massive after the COVID-19 Pandemic, has encouraged open relations between the community and state universities in education programs, especially budget management. This study aims to analyze the determination of state university budget management in terms of budget realization, the role of technology, and public information disclosure. This study raises the dimensions of the variable position of technology, perceptions of budget realization, public information disclosure, principles of general financial management, transparency, and accountability concerning managing state finances in universities. Convenience sampling became the technique chosen for sampling and was further analyzed with the SEM-PLS procedure through the SmartPLS application with 237 respondents. This study found the effect of budget realization and public information disclosure in fulfilling the principles of positive public financial management. However, this study does not support the role of technology in supporting the principles of public financial management. This study also notes the positive influence of public financial management principles on state universities' transparency and accountability. This study highlights the maximum future strengthening of higher education budget management with the organizational commitment of higher education institutions under the strict supervision of the government and the community indirectly. Technology does not support it, but it impacts the public in tracing information on Higher Education budget management according to the mandate of various parties, including the Indonesian Supreme Audit Institution.
Konsep Kebahagiaan (Analisis Perbandingan Ibnu Miskawaih dan John Stuart Mill) Alfarizi, Muhammad; Kartanegara, Rd. Mulyadhi
Paradigma: Jurnal Kalam dan Filsafat Vol. 5 No. 02 (2023): Paradigma: Jurnal Kalam dan Filsafat
Publisher : Faculty of Ushuluddin Syarif Hidayatullah State Islamic University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15408/paradigma.v5i02.33712

Abstract

Abstrak: Kebahagiaan merupakan sebuah cita yang sangat diinginkan oleh setiap manusia. Karena pada dasarnya manusia ingin hidup bahagia. Akan tetapi banyak sekali perbedaan pendapat mengenai kebahagiaan. Diantaranya adalah Ibnu Miskawaih dan John Stuart Mill. Penelitian ini bertujuan untuk mengkaji makna konsep kebahagiaan menurut Ibnu Miskwaih dan John Stuart Mill serta menjelaskan perbandingan dari konsep keduanya. Penelitian ini adalah jenis penelitian kepustakaan (Library research). Sumber-sumber data diperoleh dari sumber primer dan sekunder yang berkaitan dengan konsep kebahagiaan Ibnu Miskawaih dan John Stuart Mill. Adapun penelitian ini dilakukan dengan metode deskriptif-komparatif. Mengenai konsep kebahagiaan Ibnu Miskawaih mengatakan bahwa seseorang yang telah mencapai kebahagiaan tidak akan membutuhkan hal lainnya. Menurutnya, tindakan yang berbentuk sebuah kebaikan adalah proses menuju kebahagiaan. akan tetapi, Ibnu Miskawaih meyakini bahwa kebahagiaan sempurna akan sulit dirasakan oleh manusia jika manusia belum terlepas dari jasad dan kepentingannya di dunia, Sedangkan Mill memiliki pandangannya sendiri mengenai kebahagiaan. Menurutnya, seberapa berfungsi dan bergunanya sebuah tindakan seseorang untuk orang lain adalah tolak ukur untuk melihat seberapa besar tingkat kebahagiaan yang akan dirasakan oleh orang tersebut. Dari hasil penelitian yang didapat, Penulis menemukan adanya perbedaan dan persamaan terkait konsep kebahagiaan kedua tokoh. Perbandingan tersebut dapat ditemukan dalam pemahaman kedua tokoh mengenai konsep dan makna kebahagiaan yang didasari oleh latar belakang intelektual, agama, dan budaya.  Kata Kunci: Kebahagiaan, Aristoteles, John Stuart Mill, Ibnu Miskawaih. Abstract: Happiness is a desire that is deeply sought after by every human being. Because fundamentally, humans want to live happily. However, there are many differing opinions about happiness. Among them are Ibn Miskawaih and John Stuart Mill. This research aims to examine the meaning of the concept of happiness according to Ibn Miskawaih and John Stuart Mill, as well as to explain the comparison between their concepts. This research is a type of literature review. (Library research). Data sources were obtained from primary and secondary sources related to the concept of happiness according to Ibn Miskawaih and John Stuart Mill. This research was conducted using a descriptive-comparative method. Regarding the concept of happiness, Ibn Miskawaih stated that a person who has attained happiness will not need anything else. According to him, actions that take the form of goodness are a process towards happiness. However, Ibn Miskawaih believes that perfect happiness will be difficult for humans to experience if they have not yet freed themselves from the body and its worldly interests, while Mill has his own perspective on happiness. According to him, the extent to which a person's actions are functional and beneficial for others is a measure of how much happiness that person will experience. From the research findings, the author discovered differences and similarities regarding the concept of happiness between the two figures. This comparison can be found in the understanding of both figures about the concept and meaning of happiness, which is based on their intellectual, religious, and cultural backgrounds. Keywords: Happiness, Aristoteles, John Stuart Mill, Ibnu Miskawaih
Tren Belt and Road Initiative dalam Kebijakan Persaingan Perdagangan Internasional Kawasan Asia Alfarizi, Muhammad; Rosdiana Noer, Lissa
Cendekia Niaga Vol. 9 No. 2 (2025): Jurnal Cendekia Niaga : Trade and Development Studies
Publisher : Pusat Pengembangan Kompetensi Aparatur Perdagangan

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

The Belt and Road Initiative is a global economic strategy introduced by China in 2013 to enhance infrastructure connectivity, trade, and investment across Asia. This study aims to analyze research trends related to Belt and Road Initiative within the context of international trade competition policies in Asia using a bibliometric and systematic literature review (SLR) approach. Data were obtained from the Scopus database covering the period from 2008 to 2024 and analyzed using PRISMA methodology and software tools such as Biblioshiny and VOSviewer. The findings indicate that Belt and Road Initiative has accelerated economic integration through infrastructure investment and trade digitalization while also posing challenges such as China's economic dominance and the dependency of participating countries. Keyword co-occurrence analysis reveals that trade competition policies are increasingly influenced by geopolitical factors, supply chain efficiency, and environmental sustainability. This study highlights the need for adaptive policies to balance economic growth and fair competition in Asia. The implications for Indonesia include strengthening investment oversight, optimizing the role of the Indonesia Competition Commission (KPPU), and diversifying trade partnerships to enhance global competitiveness and reduce economic dependence on China.
Teknologi Maju Society 5.0 dalam Tata Kelola Pertanahan Nasional untuk Mendukung Pembangunan Berkelanjutan: Pendekatan Integratif Bibliometrik dan Kajian Literatur Alfarizi, Muhammad
Jurnal Pertanahan Vol 15 No 1 (2025): Jurnal Pertanahan
Publisher : Sekolah Tinggi Pertanahan Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53686/jp.v15i1.291

Abstract

The integration of advanced technology into land governance is a crucial step towards realizing sustainable development in the Society 5.0 era, while also addressing the challenges of agrarian conflict, urbanization, and climate change. This study explores the potential use of advanced technology to support more efficient, transparent, and inclusive land governance. The methods used were integrative bibliometrics and a systematic literature review of international publications indexed by Scopus for the period 2019–2025. The analysis was conducted to identify global trends, opportunities, and challenges in implementing technology in the land sector. The results indicate that technologies such as artificial intelligence, the Internet of Things, blockchain, and geospatial solutions have a strategic role. Artificial intelligence and IoT support real-time land monitoring, while blockchain enhances the security and transparency of land records. This combination of technologies has the potential to reduce conflict, strengthen spatial planning, and support disaster risk mitigation. This study offers a contextualized Society 5.0 framework for Indonesia, along with strategic recommendations such as strengthening digital infrastructure and public-private partnerships and adopting inclusive technology based on the SDGs. Integrasi teknologi canggih dalam tata kelola pertanahan menjadi langkah penting untuk mewujudkan pembangunan berkelanjutan di era Society 5.0, sekaligus menjawab tantangan konflik agraria, urbanisasi, dan perubahan iklim. Penelitian ini bertujuan mengeksplorasi potensi pemanfaatan teknologi maju dalam mendukung tata kelola pertanahan yang lebih efisien, transparan, dan inklusif. Metode yang digunakan adalah bibliometrik integratif dan tinjauan literatur sistematis terhadap publikasi internasional yang terindeks Scopus pada periode 2019–2025. Analisis dilakukan untuk mengidentifikasi tren global, peluang, serta tantangan penerapan teknologi dalam sektor pertanahan. Hasil penelitian menunjukkan bahwa teknologi seperti kecerdasan buatan, Internet of Things, blockchain, dan solusi geospasial memiliki peran strategis. Kecerdasan buatan dan IoT mendukung pemantauan lahan secara real-time, sementara blockchain meningkatkan keamanan dan transparansi pencatatan tanah. Kombinasi teknologi ini berpotensi mengurangi konflik, memperkuat perencanaan tata ruang, serta mendukung mitigasi risiko bencana. Penelitian ini menawarkan kerangka kerja Society 5.0 yang kontekstual bagi Indonesia, disertai rekomendasi strategis seperti penguatan infrastruktur digital, kemitraan publik-swasta, dan adopsi teknologi inklusif berbasis SDGs.
ANALISIS KERAGAMAN JENIS TUMBUHAN DI BUKIT PAU KABUPATEN BANGKA TENGAH Panita, Shakila; Saputri, Nelsa; Alfarizi, Muhammad; Nugroho, Ramadhan Aryo; Julpiani, Julpiani; kirana, Sandi; Saputra, Baruna
CONSERVA Vol 1 No 1 (2023): CONSERVA : Jurnal Konservasi Sumber Daya Alam dan Lingkungan
Publisher : Unmuh Babel Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35438/conserva.v1i1.189

Abstract

Analisis vegetasi merupakan cara untuk mengetahui besar sebaran dari berbagai spesies dalam suatu kawasan yang dilakukan melalui pengamatan secara langsung. Analisis vegetasi dilakukan dengan membuat plot, mengamati morfologi dan identifikasi vegetasi yang terdapat dilapangan. Beberapa parameter yang dapat dihitung dalam kegiatan analisis vegetasi yaitu kerapatan mutlak, kerapatan relatif, frekuensi mutlak, frekuensi relatif, dominasi mutlak, dominasi relatif dan indeks nilai penting. Penelitian ini dilaksanakan pada hari kamis, 15 Desember 2022 di Bukit Pau yang terletak di kampung Dul, Kecamatan Pangkalan Baru, Kabupaten Bangka Tengah, Provinsi Kepulauan Bangka Belitung. Penelitian ini bertujuan untuk mengetahuai vegetasi apa yang paling dominan di Bukit Pau. Penelitian ini menggunakan metode analisis vegetasi dengan system random sampling. Hasil dari penelitian ini menunjukkan bahwa, tumbuhan yang paling mendominasi pada hutan bukit Pau ini adalah tumbuhan jenis jelutung dengan jumlah 55 individu, puspa 41 individu, akasia 30 individu, jambu mete 7 indiividu, kedebik/senggani 5 individu, gaharu 4 individu, dan sakura pau 1 individu
SUSTAINABLE PRACTICES AND GREEN MARKETING IN HEALTHCARE SECTOR: VISUAL TRENDS AND FUTURE INSIGHT Alfarizi, Muhammad; Noer, Lissa Rosdiana
Journal of Environmental Science and Sustainable Development Vol. 7, No. 2
Publisher : UI Scholars Hub

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Abstract

The healthcare sector faces critical challenges, including climate change, rising healthcare demands, and resource inefficiencies, making sustainability a priority. This study investigates the integration of sustainable practices and green marketing within the healthcare sector using a bibliometric analysis of 194 journal articles published from 2015 to 2024. Key research questions explore evolving trends, thematic areas, and gaps in the literature to address sustainability issues. The study employs a rigorous five-phase bibliometric methodology, utilizing Scopus database data and tools like Bibliometrix and VOSViewer to identify key themes and relationships. The research demonstrates an annual growth rate of 56.24%, reflecting the rising global attention to sustainability in healthcare. Key journals, such as Sustainability and Journal of Cleaner Production, are identified as prominent platforms, while China and India lead in research contributions. Descriptive statistics reveal an average of 26.18 citations per article, with 43.3% involving international collaborations. The co-occurrence analysis identifies six clusters focusing on environmental sustainability, CSR, green supply chains, economic performance, green HR, and green product innovation in healthcare. The thematic analysis highlights the convergence of sustainability principles, operational efficiency, and green marketing strategies in addressing healthcare challenges. Central themes include Green Human Resource Management (GHRM), Green Supply Chain Management (GSCM), and frugal innovation. Notably, GSCM practices, such as eco-design and waste management, are pivotal in mitigating the healthcare sector's environmental footprint. The study also emphasizes the role of emerging technologies like AI and IoT in optimizing sustainable operations. While significant progress has been made, gaps remain in integrating green practices with marketing strategies and assessing long-term impacts. Future direction should focus on adopting innovative technologies, developing targeted green marketing campaigns, and addressing challenges in resource-limited healthcare systems. This research contributes to improving operational efficiency, reducing carbon footprints, and enhancing patient satisfaction through sustainable practices and green marketing strategies.
Peran Manajemen Dalam Kegiatan Ekstrakurikuler Untuk Mengembangkan Potensi Siswa Tumanggor, Rahmayanti; Alfarizi, Muhammad; Farhan, Muhammad Raja; Hazizah, Siti Nur
Jurnal Peradaban Masyarakat Vol. 5 No. 1 (2025): Jurnal peradaban masyarakat (JPM)
Publisher : LPPM STIE Hidayatullah Depok

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55182/jpm.v5i1.727

Abstract

Program pengabdian pada masyarakat ini dimaksudkan untuk meningkatkan pengetahuan dan keahlian mengelola acara di luar kurikulum sekolah, yang berfungsi sebagai wadah memajukan kemampuan para pelajar. Kegiatan di luar jam sekolah itu adalah tempat krusial agar siswa bisa mengasah kesukaan, bakat, jiwa pemimpin, dan keterampilan bergaul di luar pelajaran resmi. Sayangnya, kegiatan ini sering tidak berjalan maksimal karena prinsip manajemen yang belum tepat diterapkan, mulai dari merancang, menyusun struktur, menjalankan, sampai menilai program tersebut. Dengan acara pengabdian ini, para siswa serta pembimbing kegiatan luar sekolah akan mendapat bimbingan tentang cara mengatur acara, memimpin kelompok, menyusun rencana, dan cara mendorong lebih banyak siswa ikut serta. Kenyataan dari acara ini menampilkan para partisipan jadi lebih memahami ide dasar tentang tata kelola perusahaan serta penerapannya dalam kegiatan di luar jam pelajaran. Anak didik kini lebih lihai dalam menyusun rencana yang rapi, bekerja sama dengan orang lain, dan memaksimalkan kemampuan diri dan tim dalam setiap kegiatan yang ada. Di sisi lain, para pendamping kegiatan di luar jam sekolah jadi punya pengetahuan baru mengenai cara menata acara dengan lebih teratur. Intinya, program pengabdian masyarakat ini ikut andil besar dalam memajukan kegiatan ekstrakurikuler dan membantu pembentukan watak serta kemampuan para siswa dengan memakai tata kelola yang berhasil.
Predicting Cryptocurrency Prices Using Machine Learning: A Case Study on Bitcoin Alfarizi, Muhammad; Lestarini, Dinda
Journal of Applied Informatics and Computing Vol. 9 No. 6 (2025): December 2025
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jaic.v9i6.11234

Abstract

The rapid growth of cryptocurrencies, particularly Bitcoin, has drawn significant attention from investors and researchers due to its extreme price volatility. However, predicting the price of Bitcoin against the Indonesian Rupiah (BTC/IDR) remains a major challenge, especially in emerging markets such as Indonesia. This study aims to conduct an empirical comparison among three deep learning models Long Short-Term Memory (LSTM), Gated Recurrent Unit (GRU), and one-dimensional Convolutional Neural Network (CNN-1D) in forecasting Bitcoin prices based on historical data obtained from the Indodax platform for the period 2018–2025. The dataset consists of five main variables: opening price, highest price, lowest price, closing price, and trading volume. Prior to model training, preprocessing steps were conducted, including handling missing values using the forward fill method, normalization with MinMaxScaler, and constructing time series data with a 60-day look-back window. The models were trained using an 80% training and 20% testing data split, the Adam optimizer, Mean Squared Error (MSE) as the loss function, for 50 epochs with a batch size of 32. Evaluation was performed using five quantitative metrics: MSE, RMSE, MAE, MAPE, and R², along with validation techniques to prevent data leakage. The results indicate that the GRU model achieved the best performance, with a MAPE of 1.77% and an R² of 0.9916, outperforming LSTM (MAPE 3.90%) and CNN-1D (MAPE 6.17%). These findings suggest that GRU is computationally more efficient and better adapted to nonlinear temporal dependencies in highly volatile markets. This research contributes to the academic discourse on the application of deep learning for digital asset price forecasting and provides practical implications for investors and developers of financial predictive systems in Indonesia. Future studies are expected to explore hybrid models or multi-step forecasting approaches to enhance real-time predictive performance.
Co-Authors Abdul Azis Abdul Halim Hasugian Abdul Latif Al Hakim, Muhammad Rafif Al-Faqih, Ali Sofyan Almayda Andriana Firmansyah Andriana Firmansyah, Almayda Anggraeni, Deby Gita Apriani, Yosi Arifian, Rafialdo Arifin Noer, Bustanul Arofah, Ulfa Arsalan , Naufal Hanif Arwandi, Jhon Aulya, Sindi Berliana Bijaksana Prabawa Br Bangun, Eka Uliyanti Putri Deby Gita Anggraeni DEWI SARTIKA Dinda Lestarini Dodik Hartono Edmizal, Eval Fadlillah, Fadlillah Farhan, Muhammad Raja Farhaty, Mutiah Farizal Saputra Gita Anggraeni, Deby Gunawan Prayitno H, Syaibatul Aslamiyah Hakim, Muhammad Saiful Hanum, Rastinia Kamila Hazizah, Siti Nur Hendrawan, Jodi Hidayat, AR Taufiq Ikhsan, Ridho Bramulya Ira Rahmawati Jane, Antonia Felicia Julpiani, Julpiani Kadafi, Kadafi Kaltsum, Salma Nabilla Kamila Hanum, Rastinia Kartanegara, Rd. Mulyadhi Khamdalah, Retno Makhtufir Kirana, Sandi Kurnia Sari, Rini Lantin Sulistiyorini, Lantin M.F., Muhammad Fathan Marfuah Marfuah Mariani Mariani Masita, Masita Maulida, Ahmad Fikron Megawati, Suci MMSI Irfan ,S. Kom Muhammad Prawibowo Mukhlis Mukhlis Mulyadi, Sandi Hidayutul Nabilah Khairunnisa Darwin Nafolion Nur Rahmat, Nafolion Nur Nelwida Nelwida Ngatindriatun Ngatindriatun Ngatindriatun Ngatindriatun Ngatindriatun Ngatindriatun Noer, Lissa Rosdiana Novitasari, Ida Nugroho, Ramadhan Aryo Nurhayati Nurwijayanti Oktaviani, Wiwin A Panita, Shakila Peni Perdani Juliningrum, Peni Perdani Perdana, Akmal Perdana, Ayu Lestari Primirti, Irmarawati Dia Putri Tunggal Putri, Maharani Putriani, Dian Qanita, Aisyah Rafialdo Arifian Rafialdo Arifian Rahmadhona Fitri Helmi Rahmawati, Iis Ramadhan, Riska Dwi Rini Kurnia Sari Rini Kurnia Sari Rini Kurnia Sari Rini Kurnia Sari, Rini Kurnia Rizka Yunita Rizki Yantami Arumsari Rollastin, Boy Rosdiana Noer, Lissa saleh, zulkifli Salma, Tisa Mutiara Saputra, Baruna Saputri, Nelsa Satrio, Rizky Wahyu Septiani, Indri Setyapratiwi, Hela Sholehah, Silvia Sri Wahyuni Sudarmoko Sudarmoko Suhari Suhari Sukanto Sukanto Taronisokhi Zebua Tatang Mulyana, Salma Nabilla Kaltsum Tehuayo, Haris Tjung Hauw Sin, Tjung Hauw Tumanggor, Rahmayanti Uma Khumairoh Widiharjanti, Isti Wijaya, Krisna Nata Wijaya, Lianna Wiwin Addriani Mangngampe Wusqo, Urwatul Yahya Muhaimin Yayuk Kusumawati Yulia Rachmawati Yuniarty Yuniarty Zalika, Zela Zela Zalika