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Citra Bakti Jurnal Pemerintahan dan Politik Bada'a: Jurnal Ilmiah Pendidikan Dasar Journal of Artificial Intelligence and Innovative Applications (JOAIIA) Vox Populi Mu'amalat: Jurnal Kajian Hukum Ekonomi Syariah Mutawatir : Jurnal Keilmuan Tafsir Hadith eL-HIKMAH: Jurnal Kajian dan Penelitian Pendidikan Islam JSES : Journal of Sport and Exercise Science JIEB : Jurnal Ilmiah Ekonomi Bisnis Jurnal Islamika Jurnal Pengabdian kepada Masyarakat Nusantara ABIDUMASY : Jurnal Pengabdian kepada Masyarakat Jurnal Pengabdian Masyarakat Asia Akrab Juara : Jurnal Ilmu-ilmu Sosial Fascho: Kajian Pendidikan dan Sosial Kemasyarakatan Jurnal Pendidikan, Sains, Geologi, dan Geofisika (GeoScienceEd Journal) Jurnal Sosiohumaniora Kodepena (JSK) Indomera : Jurnal Magister Manajemen Mechonversio: Mechanical Engineering Journal SPRINTER: Jurnal Ilmu Olahraga Journal Sport Science, Healt and Tourism of Mandalika (Jontak) Jurnal Pengabdian dan Peningkatan Mutu Masyarakat (JANAYU) International Journal of Economics, Management, Business, and Social Science Jurnal Hurriah: Jurnal Evaluasi Pendidikan dan Penelitian Jurnal Ilmu Sosial dan Ilmu Politik Malikussaleh (JSPM) IJORER : International Journal of Recent Educational Research PROFICIO: Jurnal Pengabdian Masyarakat International Journal of Educational Review, Law And Social Sciences (IJERLAS) Rengganis Jurnal Pengabdian Masyarakat Jurnal Pengabdian kepada Masyarakat Bina Darma Mejuajua JEMSI (Jurnal Ekonomi, Manajemen, dan Akuntansi) Dinamis Litera Kultura Aptekmas : Jurnal Pengabdian Kepada Masyarakat Salam (Islamic Economics Journal) Chemical Engineering Journal Storage (CEJS) Mauriduna : Journal of Islamic studies Jurnal Teknik Informatika Malikussaleh Social and Political Reviews Matlamat Minda Industrial Research Workshop and National Seminar Jurnal Teknologi dan Manajemen Industri Terapan Abdi Cendekia: Jurnal Pengabdian Masyarakat Limbago: Journal of Constitutional Law Journal Focus Action of Research Mathematic (Factor M) Piston: Jurnal Teknologi Darul Hikmah: Jurnal Penelitian Hadits dan Tafsir Journal of Hospital Administration and Management (JHAM) JUMATISI : Jurnal Mahasiswa Teknik Sipil Al-Bayan: Journal of Hadith Studies Al-'Adad: Jurnal Tadris Matematika JPNM : Jurnal Pustaka Nusantara Multidisiplin Jurnal Pengabdian Masyarakat Jurnal Pengabdian Bangsa MULTIPLE: Journal of Global and Multidisciplinary Aslamiah: Jurnal Pendidikan, Ekonomi, Sosial dan Budaya Jurnal Pendidikan Agama Islam Jurnal Sains Student Research Contemplate: Jurnal Ilmiah Studi Keislaman Jurnal Pendidikan Guru Sekolah Dasar AL-KARIM: Journal of Islamic and Educational Research Jurnal Pengabdian Masyarakat dan Riset Pendidikan Jurnal Bahusacca Menara Tebuireng : Jurnal Ilmu-Ilmu Keislaman Journal of Social Comunity Services Proceeding of International Conference on Entrepreneurship (IConEnt) RESLAJ: Religion Education Social Laa Roiba Journal JURNAL ILMIAH PENELITIAN MAHASISWA BIMA Jurnal Bisnis dan Manajemen JURNAL MULTIDISIPLIN ILMU AKADEMIK Jurnal Malikussaleh Mengabdi Tabayyun : Journal of Islamic Studies kawanad Al-Mahkamah: Islamic Law Journal Al-Qalam: Jurnal Kajian Islam Dan Pendidikan JURNAL AKADEMIK EKONOMI DAN MANAJEMEN ENDLESS : International Journal of Future Studies PUBLIDIMAS JMTSS Journal of Scientific Interdisciplinary Tribakti: Jurnal Pemikiran Keislaman Dinamika Sosial: Jurnal Pengabdian Masyarakat Dan Transformasi Kesejahteraan El-Madaniyah: Jurnal Pengabdian Masyarakat Multidisciplinary Indonesian Center Journal Dedikasi Cendekia: Warta Pengabdian Pendidikan Jurnal Ilmiah Manajemen dan Kewirausahaan IPSSJ Jurnal Karya Nyata Pengabdian Indonesian Journal of Technical and Vocational Education Training Journal of Education Administration Leadership and Organization Jurnal Pendidikan Anak Usia Dini Indonesia Framing: Journal of Art, Film, Television, Animation, Games and Technology Jurnal Aktual Pendidikan Indonesia PASAI : Jurnal Pengabdian kepada Masyarakat Journal Dekstop Application (JDA) Dinamis: Jurnal Pengabdian Kepada Masyarakat AL-ADABIYAH: Jurnal Pendidikan Agama Islam Social Humanity Jurnal Cahaya Edukasi Al-Qawānīn: Jurnal Ilmu Hukum, Syariah, dan Pengkajian Islam POTENSI: Jurnal Pengabdian Masyarakat Ekonomi dan Bisnis Jurnal Ilmu-ilmu Syari'ah Laksana Olahraga Jurnal Ilmiah Pendidikan Citra Bakti Journal of Golden Generation Education Journal of Golden Generation Engineering Journal Of Management, Economics, And Accounting Research Proceedings National Conference Sisi Indonesia Al-Ilmiya: Jurnal Pendidikan Islam
Muhammad
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Media Flashcard Sebagai Sarana Edukatif Dalam Pembelajaran Kalimat Fakta Dan Opini Kelas IV Di SDN Model Mataram Iin Juliana; Lilis Rizkiya Amanda; Lale Aulia Rizki Oktafiani; Muhammad; Ni Luh Tri Dewi Damayanti
Dedikasi Cendekia: Warta Pengabdian Pendidikan Vol. 2 No. 1 (2025)
Publisher : Educational Consultant & Counseling Career (EC3) Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.66653/dedikasicendekia.v2i1.35

Abstract

This learning activity was carried out on May 23, 2025 in class IV of SDN Model Mataram, with the aim of improving students' understanding in distinguishing factual and opinion sentences through the use of flashcard media. This implementation method includes three stages, namely planning, implementation, and evaluation. In the planning stage, namely compiling learning devices and designing flashcard media using the Canva application. The implementation is carried out through interactive learning with a Problem Based Learning approach that combines group discussions, presentations, and fact and opinion card games. Evaluation is carried out through observation of student activities, group work results, and completion of individual LKPD. The evaluation results show that the use of flashcard media significantly helps students understand the differences between factual and opinion sentences. Students become more active, enthusiastic, and motivated in participating in learning activities and learning becomes more fun and meaningful. It is hoped that flashcard media can continue to be used as an alternative innovative learning strategy to improve students' critical thinking skills in examining information.  
Pendampingan Mahar Agung Organizer Dalam Pelaksanaan Nikah Massal Sebagai Bentuk Pengabdian Masyarakat Dewi; Muhammad
POTENSI: Jurnal Pengabdian Masyarakat Ekonomi dan Bisnis Vol. 1 No. 3: September 2025
Publisher : Universitas Pembangunan Nasional Veteran Jawa Timur

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33005/potensi.v1i3.14

Abstract

The implementation of mass marriage is a form of social activity that aims to help the community in realizing a legal and proper marriage, but still simple. This activity requires professional event management so that it runs smoothly and impressively. Through this community service program, Mahar Agung Organizer provides assistance in all stages of the implementation of mass marriage, starting from planning, committee training, to implementation in the field. The method used is a participatory approach, with data collection techniques in the form of observation, interviews, and documentation. The results of the activity show that this assistance has succeeded in increasing the capacity of the local committee in managing the event, facilitating the entire series of activities, and increasing the satisfaction of participants and invited guests. This assistance proves that collaboration between professionals and the community can have a positive impact on the success of community-based social activities.Pelaksanaan nikah massal merupakan salah satu bentuk kegiatan sosial yang bertujuan untuk membantu masyarakat dalam mewujudkan pernikahan secara sah dan layak, namun tetap sederhana. Kegiatan ini membutuhkan pengelolaan acara yang profesional agar berjalan dengan lancar dan berkesan. Melalui program pengabdian masyarakat ini, Mahar Agung Organizer melakukan pendampingan dalam seluruh tahapan pelaksanaan nikah massal, mulai dari perencanaan, pelatihan panitia, hingga pelaksanaan dilapangan. Metode yang digunakan adalah pendekatan partisipatif, dengan teknik pengumpulan data berupa observasi, wawancara, dan dokumentasi. Hasil kegiatan menunjukkan bahwa pendampingan ini berhasil meningkatkan kapasitas panitia lokal dalam mengelola acara, memperlancar jalannya seluruh rangkaian kegiatan, serta meningkatkan kepuasan peserta dan tamu undangan. Pendampingan ini membuktikan bahwa kolaborasi antara profesional dan masyarakat dapat memberikan dampak positif terhadap keberhasilan kegiatan sosial berbasis komunitas.
Transformasi Pangan Lokal Dou Mbojo: Inovasi “Salome Bandeng” dan “Granola Moringa” sebagai Strategi Pencegahan Stunting Di Kabupaten Dompu Andriani, Mardian; Mariamah; Muhammad; Yanti, Sri; Ihsan; Hairunis, Mirham Nurul; Fitriani, Ririn; Nabila, Putri; Rasidin, Aiman; Unem, Bilel; Sika; Sultan S, M.; Sahlan, Meilan; Imam, Takbil; Putra, M. Fadhil Mandala; Nurfadilah, Aulia; Ulva, Mariam; Sulvani; Rahmatulah, Sarif; Kaafah, Nursilmi; Juniati, Tri; Ferdiansyah, Aril
Jurnal Pengabdian Magister Pendidikan IPA Vol 8 No 4 (2025): Oktober-Desember 2025
Publisher : Universitas Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/jpmpi.v8i4.13436

Abstract

This PKM-BEM program aims to enhance nutrition literacy and skills in producing nutritious local food in Mbawi Village, Dompu Regency, through two innovative products: Salome Bandeng (milkfish sausage) and Granola Moringa. The implementation method involved socialization, food innovation training, and a digital marketing workshop engaging the local women’s group (PKK) and housewives. A total of 30 participants took part actively. The results showed a 45% increase in nutrition knowledge based on pre–post tests, an 80% improvement in production skills, and two active social media accounts (Instagram & Facebook) used for product promotion. Salome Bandeng and Granola Moringa were produced in approximately 100 packages and received a positive acceptance rate of 85%. This program successfully improved the community’s nutritional and economic capacity while encouraging the formation of the Pokja Pangan Lokal Sehat (Healthy Local Food Working Group) as the embryo of the Dou Mbojo Food microenterprise.
ANALISA PENGENDALIAN BIAYA DAN WAKTU AKIBAT PERUBAHAN DESAIN DENGAN METODE EARNED VALUE MANAGEMENT (STUDI KASUS PEMBANGUNAN GUDANG LAWELE KEC. WINONGAN KAB. PASURUAN) Muhammad; Sucipto
JUMATISI: Jurnal Mahasiswa Teknik Sipil Vol 6 No 2 (2025): JUMATISI (Jurnal Mahasiswa Teknik Sipil)
Publisher : Universitas Muhammadiyah Metro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24127/jumatisi.v6i2.9668

Abstract

Perubahan desain dalam proyek konstruksi merupakan salah satu penyebab utama terganggunya efisiensi pelaksanaan proyek, khususnya dari aspek biaya dan waktu. Perubahan ini dapat disebabkan oleh berbagai faktor, seperti revisi kebutuhan pengguna, kendala teknis di lapangan, atau kebijakan pemilik proyek yang berubah selama proses pelaksanaan. Penelitian ini bertujuan untuk menganalisis dampak perubahan desain terhadap pengendalian biaya dan waktu pelaksanaan proyek pembangunan Gudang Lawele, Kecamatan Winongan, Kabupaten Pasuruan. Metode yang digunakan dalam penelitian ini adalah Earned Value Management (EVM), yaitu suatu pendekatan kuantitatif yang menggabungkan evaluasi terhadap kinerja biaya dan waktu secara terintegrasi. EVM menggunakan beberapa indikator utama, antara lain Cost Performance Index (CPI), Schedule Performance Index (SPI), Cost Variance (CV), dan Schedule Variance (SV). Data yang dianalisis berasal dari laporan mingguan pelaksanaan proyek selama enam minggu. Berdasarkan hasil analisis diketahui bahwa waktu kinerja proyek mengalami keterlambatan dari minggu ke-2 hingga minggu ke-6, ditunjukkan dengan nilai SPI < 1. Hanya pada minggu pertama proyek sempat mengalami percepatan (SPI > 1). Sementara itu, dari segi biaya, proyek menunjukkan efisiensi karena nilai CPI selalu > 1 dan CV bernilai positif. Estimasi penyelesaian proyek menjadi 57 hari, lebih lama 1 hari dari rencana awal 56 hari. Estimasi biaya akhir proyek adalah sebesar Rp 730.429.965, lebih rendah dari anggaran awal sebesar Rp 803.415.000. Temuan ini menunjukkan bahwa penerapan metode EVM mampu memberikan gambaran kinerja proyek secara objektif dan menjadi alat pengambilan keputusan yang efektif dalam menangani dinamika proyek akibat perubahan desain. Kata Kunci: Earned Value Management , perubahan desain, biaya proyek, waktu proyek, pengendalian proyek
Campur Kode sebagai Strategi Komunikasi dalam Film "Tak Ingin Usai di Sini" Syifa; Muhammad; Raden; Steffanie; Tasya; Heriani, Syifa
Jurnal Cahaya Edukasi Vol 2 No 4 (2025): Jurnal Cahaya Edukasi: Oktober
Publisher : Cahaya Smart Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63863/jce.v2i4.227

Abstract

Campur kode dalam media audio-visual menjadi salah satu praktik kebahasaan yang mencerminkan dinamika komunikasi masyarakat modern. Penelitian ini mengkaji bentuk dan fungsi campur kode dalam sebuah film berjudul, Tak Ingin Usai di Sini. Dengan metode simak bebas (free listening) dan menggunakan pendekatan deskriptif kualitatif. Data diperoleh melalui transkripsi dialog, pengamatan konteks adegan, serta penelusuran relasi sosial antartokoh. Analisis dilakukan menggunakan kerangka SPEAKING untuk membaca hubungan antara pilihan bahasa dengan identitas tokoh, situasi tutur, serta kebutuhan komunikatif. Hasil penelitian menunjukkan bahwa campur kode tidak hanya muncul sebagai variasi bahasa, tetapi juga sebagai strategi komunikasi yang memperkuat penyampaian emosi, mendukung pembangunan karakter, dan menghadirkan realisme sosial dalam film. Temuan ini menegaskan bahwa campur kode dalam sebuah film berperan penting untuk membentuk makna dialog serta menampilkan dinamika interaksi yang lebih natural.
Assessing the Effect of Budget Efficiency on Educational Staff Performance in Public Universities of West Aceh Regency Zarita, Santi Septiana; Agustian, Kusmira; Muhammad; Novriza, Ferdiansyah; Saputra, Herdian
Tadbir : Jurnal Studi Manajemen Pendidikan Vol. 9 No. 2 (2025)
Publisher : Institut Agama Islam Negeri (IAIN) Curup

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29240/jsmp.v9i2.14864

Abstract

Budget efficiency represents a critical determinant of organizational performance in resource-constrained higher education environments, yet empirical evidence examining its specific impact on non-academic support staff remains limited, particularly in regional Indonesian universities. This study investigates the relationship between budget efficiency and educational support staff performance in public universities of West Aceh Regency, guided by Performance-Based Budgeting theory and Goal-Setting Theory. Employing a sequential explanatory mixed-methods design, the study collected quantitative data from 80 educational support staff through validated questionnaires (Cronbach's α = 0.89-0.91) and qualitative insights from 10 key informants via semi-structured interviews. Pearson correlation and hierarchical multiple regression analyses examined relationships between budget efficiency dimensions (allocation accuracy, utilization effectiveness, transparency) and performance outcomes (task efficiency, service quality, professional development). Budget efficiency demonstrated strong positive correlation with staff performance (r = 0.674, p < 0.001) and accounted for 45.4% of performance variance (R² = 0.454, F (1,78) = 64.73, p < 0.001). Allocation accuracy emerged as the dominant influence factor (score: 88/100), followed by transparency/accountability (85/100) and staff participation (82/100). Qualitative findings revealed dual pathways: material mechanisms (resource adequacy enabling task execution) and psychological mechanisms (perceived organizational support enhancing motivation). Budget efficiency influences educational support staff performance through interconnected material and motivational pathways rather than resource availability alone. Universities should prioritize participatory budgeting, transparent financial reporting, and allocation-need alignment. Policymakers must recognize that performance-based funding requires parallel institutional capacity development to ensure equitable efficiency gains across administrative units.
REFLEKSI MAULID NABI MUHAMMAD DI SEKOLAH TINGGI AGAMA ISLAM SANGATTA: MENGUATKAN AKHLAK DAN ILMU Abdul Basir, Muchammad; Imron Ghozali; Hartono; Imrona Hayati; Muhammad; Eko Nursalim; Firdaus; Fitriyani; Fakhrurrazi
El-Madaniyah : Jurnal Pengabdian Masyarakat Vol. 2 No. 02 (2025): Agustus
Publisher : P3M STAI Sangatta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55799/elmadaniyah.v2i02.794

Abstract

The commemoration of the Prophet Muhammad's birthday at the Sangatta Islamic College was an important moment to strengthen morals and knowledge among the academic community, especially in facing the challenges of the era of information disruption 5.0. This activity aimed to instill religious spiritual values through motivational lectures that inspired students to emulate the Prophet's morals in their daily lives, especially on campus. The research used a qualitative method with a descriptive approach, involving participatory observation, in-depth interviews, and documentation during the implementation of the activity. The results showed that participants understood the concept of morals as part of the practice of religious spiritual values and had a strong motivation to apply them in campus life. The positive responses and enthusiasm of the participants marked the success of this activity in strengthening the character and intellect of students. Therefore, it is recommended that various stakeholders collaborate to promote character development programs through similar activities on an ongoing basis, with an emphasis on strengthening spiritual intelligence (SQ) as the key to preparing an excellent young generation ready to face the dynamics of the era of information disruption.  
STRATEGIES FOR STRENGTHENING ACADEMIC AND NON-ACADEMIC EXCELLENCE THROUGH THE INTERNALIZATION OF CULTURAL VALUES AT MAN 2 MATARAM CITY Ardi; Muhammad; Ahyar
Multidisciplinary Indonesian Center Journal (MICJO) Vol. 2 No. 4 (2025): Vol. 2 No. 4 Edisi Oktober 2025
Publisher : PT. Jurnal Center Indonesia Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62567/micjo.v2i4.1560

Abstract

This study analyzes the strategies for internalizing cultural values at MAN 2 Kota Mataram and their contribution to educational quality. The study is based on the strategic role of madrasahs in integrating religious, academic, and social dimensions as a response to globalization and character crises. A descriptive qualitative method was applied, using in-depth interviews, participatory observation, and documentation, analyzed through the Miles, Huberman, and Saldaña model. The findings reveal that religious values are reinforced through routine religious activities, discipline is enhanced by school regulations and digital attendance systems, academic culture is promoted through advanced classes and competitions, and social responsibility is cultivated through community service programs. Visionary leadership of the principal was found to be the dominant factor ensuring the consistency of these implementations. The study concludes that internalizing madrasah cultural values fosters positive habitus, enhances educational quality, and provides a replicable model for other institutions. Its contribution lies in strengthening the literature on Islamic education management by offering an integrative, culture-based approach to quality development.
Collective Digitalisation System (SiDiK): Digital Transformation of Thohir Yasin Islamic Boarding School, East Lombok Hidayah, Hairul; Muhammad; Ahyar
eL-HIKMAH: Jurnal Kajian dan Penelitian Pendidikan Islam Vol. 19 No. 1 (2025): June
Publisher : UIN Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20414/elhikmah.v19i1.12646

Abstract

Abstrak: Inovasi digital berupa SiDiK (Sistem Digital Kolektif) di Pondok Pesantren Thohir Yasin ini memberikan ruang baru bagi pesantren dan menjawab tantangan era digital. SiDiK ini menciptakan transparansi pengelolaan keuangan pesantren. Penelitian ini bertujuan untuk mendeskripsikan tentang transformasi digital di pesantren. Metode penelitian yang digunakan adalah kualitatif-deskriptif, dengan teknik observasi, wawancara, dan dokumentasi. Temuan penelitian ini menunjukkan bahwa sistem digital kolektif (SiDiK) adalah term yang mengatasnamakan transformasi digital pesantren dalam pengelolaan pesantren. Implementasinya berupa aplikasi dan kartu seperti ID card santri untuk presensi dan transaksi. Trasnformasi digital SiDiK ini berimplikasi pada penyelenggaraan lembaga pendidikan Islam yang transparan (nilai sifat Sidik) dan akuntabel (nilai sifat amanah dan tabligh). Kesimpulan dari hasil penelitian ini adalah pesantren Thohir Yasin telah merubah pola pengelolaan dari tradisional yang cenderung tertutup kepada digital transaparan. Hasil studi ini dapat membantah teori Terry T. Williams dan M. Natsir yang berpendapat bahwa pesantren di Indonesia cenderung memiliki sistem manajemen yang tertutup dan dominansi kiyai. Kata Kunci: Sistem Digitalisasi Kolektif, Transformasi Digital, Pondok Pesantren Thohir Yasin Abstract: Digital innovation in the form of SiDiK (Collective Digitalisation System) at Thohir Yasin Islamic Boarding School provides new opportunities for Islamic boarding schools and addresses the challenges of the digital era. SiDiK enhances transparency in financial management. This study aims to describe the digital transformation within Islamic boarding schools. The research employed a qualitative-descriptive method, using observation, interviews, and documentation techniques. The findings indicate that the Collective Digitalisation System (SiDiK) represents the digital transformation of boarding school management. Its implementation includes applications and student identification cards used for attendance and financial transactions. The digital transformation through SiDiK has significant implications for the organisation of Islamic education, fostering transparency (reflecting the value of ṣidq) and accountability (reflecting the values of trustworthiness and tablīgh). The study concludes that Thohir Yasin Islamic Boarding School has shifted its management pattern from a traditional, closed system to one characterised by digital transparency. These findings challenge the theory of Terry T. Williams and M. Natsir, who argue that Indonesian Islamic boarding schools tend to maintain closed management systems dominated by the authority of the kiai.
Penerapan Algoritma K-Means Clustering Analysis Penyakit Stroke di Rumah Sakit muhammad; Muhammad Yasser Arafat
Journal of Artificial Intelligence and Innovative Applications (JOAIIA) Vol. 6 No. 4 (2025): November
Publisher : Teknik Informatika Universitas Pamulang

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

Abstract

Penelitian ini mengimplementasikan Algoritma K-Means Clustering untuk analisis penyakit stroke ringan di rumah sakit. Berangkat dari tingginya angka kejadian stroke di Indonesia dan keterbatasan sistem pencatatan medis konvensional yang bersifat manual dan subjektif , penelitian ini bertujuan untuk merancang dan membangun sistem pendukung keputusan berbasis teknologi informasi yang mampu mengelompokkan pasien secara objektif, terukur, dan efisien. Metode yang digunakan adalah applied research dengan pendekatan kuantitatif dan deskriptif, serta pengembangan sistem menggunakan metode K-Means. Data yang dianalisis mencakup faktor klinis dan risiko tertentu seperti usia, tekanan darah, kadar kolesterol, dan riwayat penyakit , yang diperoleh melalui rekam medis rumah sakit dan wawancara dengan tenaga medis. Penerapan algoritma K-Means Clustering memungkinkan pengelompokan pasien stroke ringan ke dalam klaster-klaster berdasarkan kemiripan karakteristik , yang hasilnya dapat mengidentifikasi kategori pasien dengan tingkat risiko rendah, sedang, atau tinggi. Sistem yang diusulkan dan dirancang menggunakan Unified Modeling Language (UML) dan Perancangan Basis Data (ERD, LRS), serta diimplementasikan menggunakan aplikasi pendukung seperti Visual Studio Code, HTML, CSS, MySQL, dan Python. Hasil pengujian Black Box Testing dan White Box Testing menunjukkan bahwa sistem fungsional dan logika internal berjalan valid dan sesuai dengan spesifikasi kebutuhan yang diharapkan, sehingga mampu meningkatkan efektivitas dan efisiensi dalam pengelolaan data pasien serta mempercepat proses identifikasi tingkat risiko.
Co-Authors AA Sudharmawan, AA Abd Hamid Abdul Basir, Muchammad Abdul Qahar Zainal Abdul Wahab Abdullah Afif Abdussakir Abidin, Mohamad Zainal Abu Sahrin Aby, Muhammad Achmad Rizanul Wahyudi Adi Pranoto, Adi Adi Setiawan Aditia, Muhammad Fakhri Aditya Wiguna, Aditya Affan, Junaidi M Afif Dwi Nugraha Agam Muarif Aghus Sifaq AGUS Agustian, Kusmira agustina, imelda Ahmad Nayan Ahmadin Ahyar Aini Ainir Rohmah Aji Aji, Waskito Akbar, Mochammad Fahd Akmal Akmal Alamulhuda, Muhammad Alchalil Alchalil Aldi Fernando Alhafiz, Azriel Affilah Ali Jadid Al Idrus, Ali Jadid Alpino, Shendi Putra Alqarni, Wais Alvi Rahmah Alvin Saputra, M. Ony Ambia Nurdin Aminur Aminuyati Amir Syarifudin Amirzan Amroni Amruzziyad Andi Hasriadi Hasyim Andriana, Laily Mita Angga Indra Kusuma Angga, Prayogi Dwina Anggi Maharani Nasution Anisa, Rici Anjjely, Sellina Dwi Annisya Muplihatin Ansorullah Anugrahani, Inanda Shinta Anwar Anwar, Muchammad Khoirul Arafat, Muhammad Yasser Ardi Ardyan, Muhammad Arfa'i Ariana Arif, Zeiniye Ariyanti, Iin Arromi, Ahmad Arzaq, Ach. Littausil Auliya, Sofi Ayunda Dwi Anggraini Ayunda, Desi Sary Azah Lailaturrosidah Azhar, Muh Azzahro’, Lintang Alfiah Babun Suharto Baehaqi Bahri, Muhammad Shaiful Bahtiar, M. Teguh Setyadi Basri Beddu Malla, Agussalim Besse Sahriana Darti Beti Renitawati Bhekti Lestari Bilqis, Nafila Mutiara Bukhari Bukhari Bukhari Bustani, Bustani Cenne, Arfandi A Chaliluddin Chamim, M Cici Andi Masnur Azhary Cuhenda Cut Fadhilah Cut Ita Erliana Cut Megawati Dadan Samsul Badar Damar Bayu Saputra Dani Primanata Dede Sumiati Defi Irwansyah Desy Sary Ayunda Dewangga Yudhistira Dewangga Yudistira Dewanti, Rosa Nidya Dewi Dewi Astini Dewi Syahbandi Didit Haryadi Dini Suryanti Dwi Dwi Arini, Jean Retno Dwi Narullia Edi Yusuf Adiman Edy Miswar, Edy Edy Muhammad Jayadi Efrianto, Eko Eka Mutia Eko Nursalim Eliana Emil Salim Endang Endyk Noviyantono Eri Saputra Evi Fachry Abda El Rahman Fahmy, Edian Fajar Aji Fakhrurrazi Farhanuddin Fatah Syukur Fatkhan Fauzan Ferby Mutia Edwy Ferdiansyah, Aril Ferdiansyah, Rifaldy Adinandra Finsensius Mbabho Firdaus Fitri Devi Lestari Izaak Fitri Purnamasari Fitri Yunita Fitria, Norma Fitriani, Dea Roza FITRIANI, RIRIN Fitriyani Fransisca Januarumi Marhaendra Wijaya Gigih Siantoro Grace gustiana Gustiana Kambo, Gustiana H. Noho, Muhammad Dzikirullah Hadi Hadi, Hairul Hadi, Murtadha Hadiyul Umam, Isnaini Halimatus Sakdiyah Hamada Syahrul Hufron Hamdi, Miftahul Hamsaturrahman Hamsir, Muh Hanif Maulana Hartati, Misra Hartono Hartono Harwanto Hasan Basri M. Nur Hasanah Hasbullah Hassan, Soraya Masthura Hendrawan Hendrawan Cahyaningrat Heni Pujiastuti Heriani, Syifa Hidayah, Hairul Hidayat, Ari Nur Hikmah Fitriani Holis, Khoirul Humaedi Husaini Huslan Husada Husnul Faizin I Dewa Made Aryananda Wijaya Kusuma Ichsan Rusydi Ichsan Setiawan Idruse , Ali Jadid Al Ihsan Iin Juliana Ika Kartika Ika Maya Sari Ilham Zulfahmi Ilham, Mochammad Fajar Ilhamda, Risky Imam Marsudi Imam, Takbil Imelda Agustina Imron Ghozali Imron Hadi Imrona Hayati Iqbal Kamar Irma Suriyani Irma Suryani Irmayani Iskandar, Syah Islami, Trinah Asi Ivana , Farah Izzalqurny, Tomy Rizky Jahda, Amila Tarina JANNAH, RABIATUL Jayadi Nas, Jayadi Juhari, Ahmad Jumeil, T Muhammad Junaidi M. Affan Juniati, Tri Juwaini Kaafah, Nursilmi Kambo, Gustiana A. Karimah, Sasi Pasya Karollah, Banta Kartika, Weka Dwi Kasmin, Muhammad Abrar Kaswadi Khaidir Khairul Anshar Kholel Imammudin Kholid, Muhammad Idham Kholida Ulfi Mubaroka Khumaedi, Memed Kristanti, Clara Agustina Kusuma, Miftakhul Ari Lailaturrosidah, Azah Lale Aulia Rizki Oktafiani Leni Marlina Lestari, Bhekti Liani, Novi Sari Lilis Raudatul Jannah Lilis Rizkiya Amanda Linda Permanasari, Linda Loly Lu'mu Lubis, Fitriani Surayya M Jahidin M. Ichsan Nurjam’an M.Farhan Adzkiya Machfud Irsyada Machmud MAHMUDI Mahyuddin Mahyudin Mahyudin Makmur, Elfira Mallikatul Hanin Mamnun Mardian Andriani MARIA BINTANG Mariamah Mariamah Mariati MARTINI Maulidiyah, Dina Maulinda Nur Pramudyas Primia Setyaningrum Mawardi Maya Febriyanti Sibuea Mediyanti , Sisca Megawati Mia Amalia Miftachul Amri Mirham Nurul Hairunis Mirsa, Rinaldi Moh Rois Utomu Maulidi Mohamad Zubad Nurul Yaqin Mohammad Agil Alamsyah Mohammad Asrori Mohammad Faruk Mohd Isa T.Ibrahim Mohsin, Asfat Muamar Khadafi Muh. Alfito Ramadhan Muh. Azhar Muh. Rasyid Ridha Muhamad Ade Iskandar Muhamad Jayadi, Edi Muhammad Arif Hardiman Muhammad Bella Akbar Muhammad Choirun Naja MUHAMMAD FADLAN Muhammad Gazza Muhammad Habibi Muhammad Hasanuddin, Muhammad Muhammad Iqbal Muhammad Iqbal Firdaus Muhammad Muatto Muhammad Muhammad Muhammad Nur Muhammad Ragab Muhammad Ramadhan Muhammad Rudi Syahputra Muhammad Syafiqul Fikri Muhammad Syaifani Muhammad Ulin Nuha Muhammad Yahya Muhaimin Muhibban Mujahadah, Umi Mujib, Al Muliadi Mulya Wibisono MULYADI Mulyadi Mulyadi Mulyawan, Rizka Munawir Murtadhahadi Muslim Mustopa Muthmainnah, siti Nabila, Putri Nailla Namira Nani Sri Rezeki nasri zarman Natasya, Nataya Resti Nazahah Najiyah, Nur Laili Nabilah Nelly Nengsih, Ratika Neri Susanti Ni Luh Tri Dewi Damayanti nia kurniasih Nina Nisar Noor Haq, Rr. Hazima Zavier Novriza, Ferdiansyah Nugraha, A. Muh Rifky Nugraha, Afif Dwi Nur NUR QOMARIYAH Nuraina Nuramalia Hasanah Nurdin, Ambia Nurdin, Ambia Nurfadilah, Aulia Nurika Restuningdiah Nurma Wijayanti, Marsyela Dwi Nurul Islami, Nurul Nurwijayanti Oktariani, Sri PAREZA ALAM Prajaputra, Vicky Pramono, Bayu Agung Prima Noor Maulida Pujilestari, Sri PUPUT MELATI PURIANA, RAMADHANY HANANTO Putra, Bagoes Oktaf Syach Putra, M. Fadhil Mandala Putra, Reza Putri Amelia Putri, Al Maidah Qahar Zainal, Abdul Qurratul ‘Ain Raden Raditya Pratama Rahayu, Ika Listiana Rahimi, Sayyid Afdhal El Rahmalisa Hafifah Rahman, Lalu Rohadi Rahmat Ridwan Rahmatulah, Sarif Rahmi Rahmi Rasidin, Aiman Rasyid Ratna Mutia Aprilla Ratri Raudatul Patimah Rauzatul Rahmah Razali Razali Thaib Razali Thaib Resya Fathrunisa Rezki Amalia Nurshal Rezky, Fajrian Nanda Dwi Ria Zulkha Ermayda Rianjuanda Ridha Meidina Putri Rifki, Rifki Hanif Rini Meiyanti Risanta, Muhammad Rizka Nurlaila Rizky Febrianto Rizky Firmansyah Rizwan Roger Roni, Jeffri Rosnita ROSTATI Rozanna Dewi Roziin, Ahmad Wafi Amal Abu Ruslan Ruspiani Sabina Safira Fitri Safira, Ulfa Sahlan, Meilan Sahwi, Sahwi Said Muhammad, Said Samudra, Fajar Eka Samuel Haris Purba Sapi'in Saputra, Didin Hadi Saputra, Herdian Saputra, Reza Aprian SARBOINI Sari Akmar Dalimunthe Sari Yulis Satriawan Savira Savitri, Erlina Sayed Fachrurrazi Seftiyana, Hera Setya Ayu Rahmawati Sherina Wijayanti Sih Hayuning Tyas Hestutami Sika Siti Khotimah Siti Makrufah Siti Mursyidah Siti Nasroh Siti Rahayu Siti Risma Adawiyah Slamet MD, Slamet Sofiana Soraya Aldeina Sri Abidah Suryaningsih Sri Mulyono Sri Pujilestari Sri Yanti Steffanie Suci Mardiarini Sucipto Sudarmono, Muh Aidil Sudirman Hasan Suhari Sujarwo Sukatin, Sukatin Sukri Sulhatun Sulistyawan, Danang Sultan S, M. SULTAN, ZULKIFLI Sulvani Suryatman Desri Susetyo, Bagus Lukvi Suyoko, Andri Syamsuddin, Nurfiani Syamsul Rizal Syamsul Rizal Syarifah Mauli Masyithah Syarifuddin Syifa Syobri, Nazalus T. Ibrahim, Mohd. Isa T. Muhammad Isa Ibrahim Tama Suwarno, Rizky Adi Tasrif, Mohammad Jon Tasya Tasya Aspia Tatas Ridho Nugroho Tedri Tri Naidi Thaher, Syafrizal Thaib Rizwan Thaib Rizwan, Thaib Tri Hayatul Lutfi Tri Ulul Albab, Muhammad Syaikha Trianita Sweeta Hanny Marenda Triardhana, Yanuar Ulva, Mariam Ulya, Rukyatun Unem, Bilel Usman Usman Uvang Ruhimat Valentino, Bayu Vina Agustiana Wahabi, Fikri Wahyono , Muhammad Wahyu Wardhana, Muhammad Wahyu, Muhammad Nur Wahyuningtyas, Anik Tri Wan Alamsyah Waskito Aji Weka Dwi Kartika Wicaksono Amhar Galih Wijayanti, Sherina Winda Dwi Sugiyatmi Wisma Kurniawati Witri Wulan Wulan Agustri Wulanda Wulandari, Selfi Desi Wusnah Yacob, Mohamad Rozi Bin Yahya Yanti, Nofarina Maulida YANTO YANTO Yoana Amelia Dewi Yudhistira, Dewangga Yudin Citriadin Yuli Prasetyo, Dwi Yulia Farikhatunnisa Yulianita Pratiwi Indah Lestari Yun Fitriano Yuspa Yusuf, Jafaruddin Zahrul Fuadi Zahrul Fuadi Zainal, Abdul Qahar Zainuddin Ginting Zakiya Nur Fadhila Asshafy zamzami Zarita, Santi Septiana Zulfan Zulfan Yusuf Zulfiqar Zuliani Zulkarnain Zulkarnain Jalil Zulkarnain Muhammad Ali Zulkarnaini Jalil Zulkifli Zulkifli Zulva, Baiq Nadia Zuriati