Claim Missing Document
Check
Articles

Detection of Diabetes in Pregnant Women Using Machine Learning as an Effort Towards Golden Indonesia 2045 Muliawan, Agung; Rohim, Muhamat Abdul; Fauziah, Difari Afreyna; Yusuf, Hamzah Fansuri
Journal of Informatics Development Vol. 3 No. 1 (2024): Oktober 2024
Publisher : Institut Teknologi dan Bisnis Widya Gama Lumajang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30741/jid.v3i1.1418

Abstract

One of the goals of the Golden Indonesia 2045 program is to utilize health technology to enhance public health, with diabetes being a prominent concern. This research aims to employ ensemble classifier optimization techniques in machine learning for the early detection of diabetes among pregnant women. The study uses physiological data, including variables such as glucose levels, number of pregnancies, skin thickness, blood pressure, insulin levels, body weight, family history, and age. By combining multiple models, ensemble classifiers can enhance prediction accuracy, stability, and overall model performance. This research utilizes an open Kaggle dataset on pregnant women to train and test machine learning models, specifically Support Vector Machine (SVM) and Deep Learning, incorporating ensemble techniques such as bagging and boosting. Experimental results indicate that the ensemble classifier approach significantly enhances diabetes classification, with SVM using bagging achieving the highest accuracy at 76.95%. These findings suggest that ensemble classifier methods could be a valuable tool for early diabetes detection, providing timely intervention and improved risk management during pregnancy, which supports the objectives of improving public health under the Golden Indonesia 2045 initiative.
Efficient degradation of methyl orange through photo-Fenton processes with MIL-100(Fe) modified Fe\(_3\)O\(_4\) (Fe\(_3\)O\(_4\)@MIL-100(Fe)) catalyst Puspitasari, Melani Puji; Pratama, Jeesica Hermayanti; Nugroho, Roshid Adi; Lestari, Witri Wahyu; Kemala, Yusnadia; Saraswati, Teguh Endah; Fansuri, Hamzah; Mukti, Rino Rakhmata; Suharbiansah, Rujito S. R.
Communications in Science and Technology Vol 9 No 2 (2024)
Publisher : Komunitas Ilmuwan dan Profesional Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21924/cst.9.2.2024.1493

Abstract

The research successfully synthesized a composite MIL-100(Fe) modified Fe3O4 (Fe3O4@MIL-100(Fe)) catalyst and examined its efficiency in degrading methyl orange (MO) through the photo-Fenton process compared to Fenton. The different percentages of Fe3O4 were integrated into MIL-100(Fe) and their effects on material characteristics and degradation capabilities were studied. Ex-situ synthesis involved varying Fe3O4 weight ratios (3, 10, and 20% w/w). Characterization techniques confirmed the integration of Fe3O4 and MIL-100(Fe) and revealed changes in surface area, pore size, and thermal stability with Fe3O4 addition. Meanwhile, removal tests showed promising results with the photo-Fenton process exhibiting maximum efficiency (95.51%) using 10% Fe3O4@MIL-100(Fe). This study provides valuable insights into developing efficient photo-Fenton catalysts for environmental remediation, particularly for addressing dye pollution in wastewater by highlighting the potential of Fe3O4@MIL-100(Fe) composites in this context.
Spiritualitas Ekologis: Peran Agama dalam Mengatasi Krisis Iklim Khalid, Khalisah; Fansuri, Hamzah
MAARIF Vol 19 No 1 (2024): Beragama di Bumi
Publisher : MAARIF Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47651/mrf.v19i2.260

Abstract

Nilai-nilai agama dan isu lingkungan hidup sebenarnya tidak terpisahkan, tetapi sering dianggap sebagai hal yang berbeda karena pemaknaan agama yang sempit, yang hanya menekankan hubungan vertikal dengan Tuhan atau, jika diperluas, sebatas interaksi antar manusia. Namun, di tengah krisis multidimensi dan bencana iklim yang sebagian besar disebabkan oleh ulah manusia, pemaknaan beragama perlu diperluas agar mencakup kepedulian terhadap alam. Kesadaran akan peran agama dalam menyelamatkan Bumi semakin berkembang dalam dua dekade terakhir, mendorong umat beragama untuk merefleksikan kembali relasinya dengan Tuhan, sesama manusia, dan lingkungan— hablumminallah, hablumminannas, hablum minal alam. Pada akhirnya, spiritualitas harus menjadi pedoman dalam upaya kolektif menyelamatkan Bumi dan seluruh makhluk hidup dari ancaman krisis iklim.
Perlindungan Anak Angkat dalam Undang-Undang Nomor 23 Tahun 2002 dalam Perspektif Hifdz Al-Nasl Al-Ghazali Nasruddin, Nasruddin; Wasman, Wasman; Rofii, Ahmad; Setyawan, Edy; Fansuri, Hamzah
El 'Ailaah Vol 4 No 2 (2025): Settings Vol. 4 No. 2 (2025): El 'Aailah: Jurnal Kajian Hukum Keluarga
Publisher : Program Studi Hukum Keluarga (Ahwal Syakhshiyah)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59270/aailah.v4i02.303

Abstract

This study aims to analyze and explore legal protection for adopted children in the perspective of Law Number 23 of 2002 concerning Child Protection, by linking it to the hifdz al-nasl thinking according to Imam Al-Ghazali. Adoption in Indonesia is regulated by law to ensure the protection of the rights of adopted children, including the right to education, health, and inheritance. However, there are still various challenges in the implementation of adoption, such as the lack of public understanding of legitimate procedures and the existence of illegal adoption. In the context of Islamic family law, Imam Al-Ghazali's thinking on the protection of adopted children emphasizes the importance of maintaining the honor and welfare of children, although it does not change the status of their descendants. Protection of adopted children according to Al-Ghazali includes physical, social, and emotional aspects, and prioritizes the principle of hifdz al-nasl or protection of descendants. This study suggests the need for increased legal counseling and wider access to justice to improve the practice of adoption in Indonesia, as well as optimizing protection for adopted children so that they can grow up with their rights guaranteed. This study integrates the positive law approach and Islamic thought to provide a comprehensive picture of the protection of adopted children in Indonesia.
Juridical Analysis of Halal Certification as a Legal Obligation for MSMEs from the Perspective of Law No. 33 of 2014 and Maqashid Sharia: Juridical Analysis of Halal Certification as a Legal Obligation for MSMEs from the Perspective of Law No. 33 of 2014 and Maqashid Sharia Fansuri, Hamzah
INTERNATIONAL JOURNAL OF SOCIAL, POLICY AND LAW Vol. 6 No. 3 (2025): OCTOBER 2025
Publisher : INTERNATIONAL JOURNAL OF SOCIAL, POLICY AND LAW

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.8888/ijospl.v6i3.212

Abstract

This study aims to analyze the obligation of halal certification for Micro, Small, and Medium Enterprises (MSMEs) based on Law Number 33 of 2014 concerning Halal Product Assurance, as well as to examine its implementation from the perspective of maqashid sharia. The method used is normative juridical legal research with a statutory and maqashid sharia-based approach. The results of the study indicate that, normatively, halal certification constitutes a binding legal obligation and carries administrative sanctions for violations. However, its implementation in the field faces serious challenges, especially for MSME actors, in the form of cost, technical, and administrative constraints, as well as unequal access to facilities and information. From the perspective of maqashid sharia, this policy supports the realization of the objectives of Islamic law, such as the protection of religion (hifz al-din), life (hifz al-nafs), wealth (hifz al-mal), intellect (hifz al-‘aql), and progeny (hifz al-nasl). Nevertheless, a critical evaluation reveals that its implementation has not fully reflected the principles of justice and public benefit (maslahah) due to the absence of proportionate affirmative treatment for MSMEs. Therefore, a policy reformulation is needed that emphasizes educational and facilitative approaches, rather than solely coercive administrative measures. Halal certification should not only serve as a legal instrument but also as a means of economic empowerment aligned with the values of maqashid sharia.
Diseminasi Teknik Pembuatan Hard Candy Jahe (Zingiber officinale Rosc.) untuk Masyarakat Desa Murtajih Kabupaten Pamekasan Supriyanto, S.; Mojiono, M.; Fansuri, Hamzah; Faridz, R.
Aksiologiya: Jurnal Pengabdian Kepada Masyarakat Vol 7 No 3 (2023): Agustus
Publisher : Universitas Muhammadiyah Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30651/aks.v7i3.13859

Abstract

Perkembangan produk berbasis herbal semakin meningkat seiring dengan meningkatnya permintaan akan produk kesehatan. Hard candy berbahan dasar jahe dapat menjadi produk yang menjanjikan karena populer dan terjangkau, serta dapat diproduksi dengan menggunakan teknologi sederhana. Upaya pengembangan produk olahan jahe yang telah umum adalah dalam bentuk minuman, manisan dan bahan dasar campuran jamu yang hanya dikonsumsi oleh kalangan dan usia tertentu. Bentuk olahan jahe selain yang telah ada  perlu dikembangkan lagi terutama untuk memperluas penikmat jahe sebagai makanan sehat untuk semua kalangan. Sehingga tujuan dari pembuatan hard candy dalam pengabdian masyarakat ini lebih difokuskan pada: melakukan pemberdayaan masyarakat Desa Murtajih, pemanfaatan sumber daya alam jahe dan penerapan teknologi tepat guna pembuatannya. Metode yang digunakan adalah melakukan sosialisasi (diseminasi) dan praktek teknologi pasca panen jahe, pengolahan  dan pembuatan hard candy jahe  Lokasi pengabdian adalah Desa Murtajih, Kabupaten Pamekasan. Berdasarkan hasil sosialisasi dan praktek pembuatan yang dilakukan antusiasme masyarakat sangat baik. Hal ini ditunjukkan oleh tingginya partisipasi masyarakat untuk ikut serta. Jawaban masyarakat terhadap kemanfaatan program pengabdian ini terutama untuk mau membuat dan berusaha sendiri cukup besar yaitu masing-masing sebesar 93 % dan 90 %. Alasan yang mendasar adalah desa Murtajih selain didukung oleh pariwisata juga sumber daya jahe cukup besar serta teknologi pembuatannya yang relatif sederhana.
Pengaruh harga, promosi, word of mouth, kualitas produk dan kualitas pelayanan terhadap keputusan pembelian pada minuman deles glenmore Banyuwangi Devi, Serlina Oktavia; Budiono, Karim; Yusuf, Hamzah Fansuri
Kurva: Jurnal Ekonomi Manajemen Keuangan dan Bisnis Vol. 1 No. 2 (2024): Kurva: Jurnal Ekonomi Manajemen Keuangan dan Bisnis
Publisher : Nur Science Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53088/kurva.v1i2.1126

Abstract

Penelitian ini dilakukan dengan tujuan untuk mengetahui pengaruh variabel Harga, Promosi, Word Of Mouth, Kualitas Produk dan Kualitas Pelayanan Terhadap Keputusan Pembelian pada Minuman Deles Glenmore Banyuwangi. Data penelitian ini diperoleh dari penyebaran kuesioner pada objek penelitian. Metode pengambilan sampel yang digunakan yakni non-probability sampling dengan teknik Acidental sampling. Populasi yang digunakan dalam penelitian ini yakni konsumen pada Minuman Deles Glenmore dengan jumlah sampel sebanyak 60 responden. Analisis data yang digunakan yakni Uji Validitas, Uji Relibilitas, Uji Normalitas, Uji Multikolinieritas, Uji Heeteroskedastisitas, Analisis linier berganda, Uji Koefisien Determinasi, Uji t dan Uji F dengan menggunakan aplikasi SPSS Versi 20. Hasil dari penelitian menunjukkan bahwa secara parsial Variabel Harga, Promosi, Word Of Mouth, Kualitas Produk dan Kualitas Pelayanan berpengaruh signifikan terhadap keputusan pembelian. Sedangkan secara simultan Variabel Variabel Harga, Promosi, Word Of Mouth, Kualitas Produk dan Kualitas Pelayanan berpengaruh signifikan terhadap keputusan pembelian.
Perlindungan Anak Angkat dalam Undang-Undang Nomor 23 Tahun 2002 dalam Perspektif Hifdz Al-Nasl Al-Ghazali Nasruddin, Nasruddin; Wasman, Wasman; Rofii, Ahmad; Setyawan, Edy; Fansuri, Hamzah
El 'Ailaah Vol 4 No 2 (2025): Settings Vol. 4 No. 2 (2025): El 'Aailah: Jurnal Kajian Hukum Keluarga
Publisher : Program Studi Hukum Keluarga (Ahwal Syakhshiyah)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59270/aailah.v4i02.303

Abstract

This study aims to analyze and explore legal protection for adopted children in the perspective of Law Number 23 of 2002 concerning Child Protection, by linking it to the hifdz al-nasl thinking according to Imam Al-Ghazali. Adoption in Indonesia is regulated by law to ensure the protection of the rights of adopted children, including the right to education, health, and inheritance. However, there are still various challenges in the implementation of adoption, such as the lack of public understanding of legitimate procedures and the existence of illegal adoption. In the context of Islamic family law, Imam Al-Ghazali's thinking on the protection of adopted children emphasizes the importance of maintaining the honor and welfare of children, although it does not change the status of their descendants. Protection of adopted children according to Al-Ghazali includes physical, social, and emotional aspects, and prioritizes the principle of hifdz al-nasl or protection of descendants. This study suggests the need for increased legal counseling and wider access to justice to improve the practice of adoption in Indonesia, as well as optimizing protection for adopted children so that they can grow up with their rights guaranteed. This study integrates the positive law approach and Islamic thought to provide a comprehensive picture of the protection of adopted children in Indonesia.
Peningkatan Literasi Finansial dan Inklusi Ekonomi: Edukasi Pasar Modal bagi Disabilitas Rachmawati, Lia; Yusuf, Hamzah Fansuri
Capacitarea : Jurnal Pengabdian Kepada Masyarakat Vol. 4 No. 2 (2024): Mei - Agustus
Publisher : Universitas Pancasila

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35814/capacitarea.2024.004.02.07

Abstract

Kegiatan edukasi pasar modal bagi penyandang disabilitas di Kabupaten Jember bertujuan untuk meningkatkan literasi finansial dan inklusi ekonomi di kalangan penyandang disabilitas, memberikan mereka pengetahuan dan keterampilan yang diperlukan untuk berinvestasi secara bijak di pasar modal. Program ini dilaksanakan melalui tiga tahap yaitu perencanaan, pelaksanaan, dan evaluasi. Program ini berhasil meningkatkan literasi finansial dan kepercayaan diri peserta dalam berinvestasi di pasar modal. Materi edukasi yang disampaikan mudah dipahami dan relevan dengan kebutuhan peserta, sementara alat bantu yang disediakan efektif dalam memfasilitasi pembelajaran. Meskipun program ini berhasil, ada beberapa keterbatasan, seperti durasi dan frekuensi sesi yang mungkin belum mencukupi, serta perlunya penyesuaian lebih lanjut pada materi edukasi. Kolaborasi dengan berbagai stakeholder berperan penting dalam kesuksesan program. Edukasi pasar modal bagi penyandang disabilitas di Kabupaten Jember berhasil mencapai tujuan utamanya. Untuk perbaikan di masa mendatang, peningkatan durasi sesi, pengembangan materi yang lebih variatif, dan perluasan jangkauan program disarankan untuk memastikan inklusi dan efektivitas yang lebih baik.
Bilateral Kinship and Inheritance Distribution in Dayak Indramayu Customary Law Fansuri, Hamzah; Setyawan, Edy; Busthomi, Achmad Otong; Ali, Nur; Al Mustaqim, Dede; Dahlan, Rahman
SASI Volume 31 Issue 4, December 2025
Publisher : Faculty of Law, Universitas Pattimura

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47268/sasi.v31i4.3365

Abstract

Introduction: The kinship system in the Dayak Indramayu community plays an important role in determining the pattern of inheritance distribution. Unlike the patrilineal or matrilineal systems, which emphasize a single line of descent, the Dayak Indramayu community adheres to a bilateral kinship system that allows inheritance rights to be obtained from both the father and mother.Purposes of the Research: This study aims to analyze how the bilateral kinship system influences the pattern of inheritance distribution in the Dayak Indramayu community, emphasizing aspects of gender equality, recognition of adopted children, and its implications for social justice within the framework of customary law and national law.Methods of the Research: This study uses a qualitative-descriptive method with a socio-cultural legal approach. Data was collected through field observations, semi-structured interviews with traditional leaders and community members, and documentation studies. Data analysis was conducted using Miles and Huberman's interactive model, supplemented with normative-legal interpretations to understand the relationship between traditional norms, social values, and positive law.Results of the Research: The study found that the bilateral kinship system of the Dayak Indramayu produces a relatively egalitarian inheritance pattern by granting equal rights to both sons and daughters. However, there are still weaknesses in guaranteeing the rights of adopted children and the potential for conflict due to differences in interpretation between subgroups. The originality of this research lies in its recommendation to reformulate customary law to be more adaptive to contemporary principles of social justice and in line with the national legal framework.
Co-Authors Abdul Munip Abdullah, Romario Achmad Otong Busthomi Adi Setyo Purnomo Afif Muamar Agung Muliawan Ahmad Rofii Ahyudia Malisa Ilham Aisah Aisah Al Mustaqim, Dede Amirul Mukminin Andriyani, Yani Anggaria Maharani Anita Karlina Arief Adhiksana Arief Firmansyah Arif Rahman Saleh Arvan Rahmanda Astira, Dinia Aulia Aulia Indri Cahya Azaki Khoirudin Bahomaid, Saleh Abdoalgaader Ali Bambang Sudarmanta Bambang Sudarmanta, Bambang Bambang Wahyudi Cholifah Endah Royani Dahlan, Rahman Dani Hanif Rianto Debi Rohilia Suherly Deni Shidqi Khaerudini Dety Oktavia Sulistiono Devi, Serlina Oktavia Diah Kartika Sari Dian Farida Asfan Didik Prasetyoko Dinansyah Aditya Djoko Hartanto Djoko Hartanto Dong-ke Zhang Edy Setyawan Endang Purwanti Endang Purwanti Setyaningsih Enung Siti Nurhidayah Erliyanti, Nove Kartika Erwin Prasetya Toepak Fahimah Martak Faisal Farhanah Thalib Faridz Ravsamjani Fauziah, Difari Afreyna Gia Hung Pham Gunawan, Triyanda Gunawan, Triyanda Hadi Nur Hadi Nur Hafiz Dzarfan Othman, Mohd Hamdan Dwi Rizqi Handayani, Surma Harmami Harmami Hendiyani, Mesy Faridah Herdayanto Sulistyo Putro Hidayati, Ririn Eva Husnul Aeni Hayati Icha Sugiasari Iffan Maflahah Imam Machali Iqbal, Rendy Muhamad Karim Budiono Karunia, Sanuri Kemala, Yusnadia Khalid, Khalisah Khoirul Hidayat Kusumawati, Yuly Lestari, Witri Wahyu Lia Harmelia Lia Rachmawati Lisdayana, Nurmalisa Lukman Atmaja Maria Ulfa Mariaty Ibrahim Mashudi Mashudi Maya Machfudzoh Merry Jhoe Stefanny Moh. Sholehuddin Mohd Hafiz Dzarfan Othman Mohd Jumain Jalil Mojiono, M. Muh. Fahrurrozi Muhamat Abdul Rohim Muhammad Amir Rudin Yusup Muhammad Arif Ramadhan Muhammad Rickyu Yudhistira Muhammad Sururuddin Muhammad ‘Adli Nor Azman Mukti, Rino Rakhmata Mutasim Billah Mu’tamar, M Fuad Fauzul Naimatul Khoiroh Nandini , Atika Nandini, Atika Nasruddin Nasruddin Neneng Ayunanda Norita Vibriyanto Novia Dwi Permata Nugroho, Roshid Adi Nuni Widiarti Nur Ali Nurul - Widiastuti Nurul Widiastuti Pratama, Jeesica Hermayanti Probowati, Banun Diyah Puspitasari, Melani Puji R. A. Syukuri Nikmah R. A. Syukuri Nikmah, R. A. R.Y. Perry Burhan, R.Y. Perry Raditia Vindua Rafli Azhari Ahmad Faisal Rahmad Widyanto, Alvin Rahmawati, Zeni Rakhmawati Rakhmawati Ratna Ediati Ratna Ediati Refdinal Nawfa Rendy Muhamad Iqbal Reva Edra Nugraha Ridho Bayuaji Rieswana, Yuried Diilan S. Sugiharto S. Supriyanto Safira Habiba Nuhaa Sandra Wibawanta Saskiya Suci Pebrikasih Sekarayu Dianing Putri Sigit Mujiarto Silvana Dwi Nurherdiana Sintha Soraya Santi Siswo Siswo Sri Wardhani Stephen Maruli Tua Gultom Subaer - Suharbiansah, Rujito S. R. Supriadi, Warih Suri, Nabilah Atika Syafsir Akhlus Teguh Endah Saraswati Totok Trengginas Tri Ana Mulyati Tri Eddy Susanto Tri Esti Purbaningtias Vivi Zulaicha Wahyu Prasetyo Utomo Wasman Wasman, Wasman Wiwik Fitria Ningsih Yani Andriyani Yani Dahliani Yogaswara, Rachmad Ramadhan Yusuf Wibisono Zainab Ramli Zainab Ramli Zainab Ramli Zaskiyanti, Aida Zulfiani, Utari