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All Journal Jurnal Informatika dan Teknik Elektro Terapan al-Afkar, Journal For Islamic Studies Techne : Jurnal Ilmiah Elektroteknika Pendas : Jurnah Ilmiah Pendidikan Dasar KOMPUTEK Perspektif : Jurnal Ilmu Administrasi Bandar: Journal of Civil Engineering Jurnal Ilmiah Administrasita' Humantech : Jurnal Ilmiah Multidisiplin Indonesia Abdimas Awang Long: Jurnal Pengabdian dan Pemberdayaan Masyarakat Student Journal of Educational Management Jurnal Pengabdian Inovasi dan Teknologi Kepada Masyarakat Jurnal Indonesia Sosial Sains Jurnal Pengabdian Masyarakat dan Riset Pendidikan Jurnal Media Akademik (JMA) BEGIBUNG: Jurnal Penelitian Multidisiplin La Parole : Journal of Language Teaching and Pedagogy International Journal of Applied Mathematics and Computing. Jurnal Kesehatan An-Nuur Bhumiputra: Jurnal Penelitian dan Pengabdian Masyarakat Global Strategic Economy & Management Journal (StratEcono)
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Religion Arts Humanities Astronomy Biochemistry, Genetics & Molecular Biology Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management 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 Neuroscience Physics Public Health Social Sciences Other

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Implementasi Inovasi Camilan Tradisional Peyek melalui Sentuhan Modern sebagai Upaya Penguatan Kewirausahaan Mahasiswa Universitas Muhammadiyah Bone Sandi; Anisa, Nur; Yusvia; Haswan, Ela Rahmadani; Yulianda, Nidia; Nurhidayah; Rahman, Muh. Alief Tito; Nurpadilla
Abdimas Awang Long Vol. 9 No. 1 (2026): Januari, Abdimas Awang Long
Publisher : Sekolah Tinggi Ilmu Hukum Awang Long

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56301/awal.v9i1.1939

Abstract

Perubahan gaya hidup masyarakat modern menuntut inovasi terhadap produk makanan tradisional agar tetap relevan dan diminati oleh berbagai kalangan. Pengabdian ini bertujuan untuk mendeskripsikan proses inovasi camilan tradisional peyek melalui penambahan keju sebagai bahan modern serta menganalisis penerapan kewirausahaan mahasiswa dalam kegiatan produksi, pemasaran, dan manajemen usaha. Pengabdian menggunakan pendekatan deskriptif kualitatif dengan metode studi kasus yang melibatkan mahasiswa Universitas Muhammadiyah Bone sebagai pelaksana kegiatan praktik kewirausahaan. Data diperoleh melalui observasi langsung, wawancara, dan dokumentasi kegiatan. Hasil pengabdian menunjukkan bahwa inovasi Peyek Keju berhasil meningkatkan daya tarik produk dengan perpaduan cita rasa tradisional dan modern. Strategi pemasaran dilakukan secara online melalui media sosial dan offline melalui penjualan langsung di lingkungan kampus, yang terbukti efektif dalam menjangkau konsumen muda. Dari sisi ekonomi, usaha ini menghasilkan keuntungan bersih sebesar Rp53.000,00 dari modal awal Rp140.000,00, menunjukkan potensi usaha yang layak dikembangkan. Selain itu, kegiatan ini berkontribusi pada penguatan jiwa kewirausahaan mahasiswa melalui pengalaman praktis dalam mengelola usaha inovatif berbasis budaya lokal.
From Administrator to Instructional Leader: A Narrative Literature Review of the Evolution of the Principal's Role Sandi; Dewi Cahyani; Moh. Ali
al-Afkar, Journal For Islamic Studies Vol. 9 No. 1 (2026)
Publisher : Perkumpulan Dosen Fakultas Agama Islam Indramayu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31943/afkarjournal.v9i1.3108

Abstract

The role of the principal has fundamentally shifted from a traditional administrative function to a role as an instructional leader that emphasizes improving the quality of learning processes and outcomes. This article is a narrative literature review that examines the evolution of the principal's role in the 21st century with a focus on the context of Indonesian schools. This study integrates findings from empirical and conceptual literature from the past five years (2020–2025) to formulate a conceptual framework regarding the tasks, competencies, practices, barriers, and policy implications for school leadership transformation. The results indicate three main shifts: (1) an orientation from administrative management to instructional and visionary leadership; (2) the need for digital competency and change management in the face of Society 5.0 and the implementation of the Independent Curriculum; and (3) the need for policy support, ongoing training, and an outcome-based evaluation system. This article recommends that educational stakeholders in Indonesia design principal development programs that are contextual, sustainable, and focused on improving learning.
Ketimpangan Dan Mobilitas Sosial Dalam Pendidikan Sandi; Nurullayali Azzahro; Asep Mulyana; Sinta Khoiril Bariyyah
Student Journal of Educational Management VOLUME 5 NOMOR 2 DESEMBER 2025
Publisher : Jurusan Manajemen Pendidikan Fakultas Ilmu Pendidikan Universitas Negeri Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37411/sjem.v5i2.4529

Abstract

Ketimpangan sosial di bidang pendidikan tetap menjadi masalah mendasar yang sangat mempengaruhi kemampuan asyarakat untuk mendapatkan pendidikan yang bermutu. Pendidikan seharusnya berperan sebagai alat untuk pergerakan sosial dan penyamaan peluang, tetapi kenyataannya, akses, mutu, dan capaian pendidikan di Indonesia masih dipengaruhi oleh aspek ekonomi, lokasi geografis, norma budaya, serta regulasi pendidikan. Situasi ini menciptakan perbedaan kesempatan di antara berbagai lapisan masyarakat untuk meningkatkan kedudukan sosial melalui pendidikan. Kajian ini bermaksud untuk menelaah jenis ketimpangan sosial dalam pendidikan, penyebabnya, serta kaitanyya dengan peluang pergerakan sosial di Indonesia. Pendekatan penelitian yang diterapkan adalah penelitian pustaka (library research) dengan metode kualitatif deskriptif. Data dikumpulkan melalui pengkajian buku, jurnal akademik, temuan riset, serta dokumen resmi dari pemerintah dan organisasi internasional yang terkait. Temuan penelitian mengungkapkan bahwa ketidaksetaraan pendidikan mempertegas pembagian lapisan sosial dan menghambat pergerakan sosial bagi kelompok dengan sumber daya ekonomi, sosial, dan budaya yang terbatas. Sebaliknya, kelompok dengan sumber daya yang lebih memadai umumnya memiliki peluang lebih besar untuk mempertahankan atau menaikkan posisi sosialnya. Dengan demikian, perlu adanya upaya penyamaan akses, peningkkatan kualitas pendidikan, serta langkah-langkah kebijakan afirmatif guna membangun sistem pendidikan yang inklusif, adil, dan mendorong pergerakan sosial untuk semua warga negara.
PENGARUH MODEL PEMBELAJARAN PROJECT BASED LEARNING TERHADAP MOTIVASI BELAJAR SISWA Wahyuni, Indah; Sandi; Basri
Pendas : Jurnal Ilmiah Pendidikan Dasar Vol. 11 No. 01 (2026): Volume 11 No. 01, Maret 2026 Release
Publisher : Program Studi Pendidikan Guru Sekolah Dasar FKIP Universitas Pasundan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23969/jp.v11i01.41438

Abstract

ABSTRACT This study aims to determine the effect of the Project-Based Learning (PjBL) model on students’ learning interest. The research was conducted in class XI A2 of UPT SMA Negeri 5 Bone, with a total sample of 35 students consisting of 14 male and 21 female students. The data analysis technique used was quantitative data with an ex-post facto research design and simple linear regression analysis technique. The results showed that the coefficient of determination (R Square) was 0.409, which means that the implementation of PjBL contributed 40.9% to the increase in students’ learning motivation, while 59.1% was influenced by other factors outside this study. The ANOVA test results showed an F value = 22.810 with a significance of 0.000 (<0.05), indicating that the regression model was feasible to use. Furthermore, the t-test showed that the calculated t value = 4.776 was greater than the t table value = 1.692 at a significance level of 0.05, thus the research hypothesis was accepted.
PEMBINAAN KELOMPOK INFORMASI MASYARAKAT (KIM) DALAM MENDUKUNG KELANCARAN PELAYANAN PUBLIK DI DESA LAMATTI RIAJA KECAMATA BULUPODDO KABUPATEN SINJAI Sandi; Hardian, Dafyar Eliadi; Mulyadi, Edi
Perspektif : Jurnal Ilmu Administrasi Vol. 7 No. 2 (2025)
Publisher : UNIVERSITAS ISLAM SYEKH - YUSUF TANGERANG

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

Abstract

This study aims to analyze the development of Community Information Groups (KIM) in supporting public services in Lamatti Riaja Village, Sinjai Regency. The research focuses on two aspects: KIM development, which includes aspects of direction, motivation, supervision, and coordination, and the supporting and inhibiting factors that influence the effectiveness of this development. This study used a qualitative approach, collecting data through in-depth interviews, observation, and documentation with six key informants from the village government, KIM administrators, and other relevant parties. The results indicate that KIM development still faces several obstacles. The direction provided by the village government and the Communication and Information Agency is largely general in nature, thus lacking clear technical guidance. Motivation of KIM members is also low due to the lack of incentives and rewards. Supervision of KIM performance is limited to annual reports without ongoing routine monitoring. Meanwhile, coordination between stakeholders has not been optimal, resulting in delays in the flow of information to the public. On the other hand, several supporting factors strengthen KIM's position, including formal regulations in the form of the Sinjai Regent's Regulation on KIM, support from the village government, and opportunities offered by developments in information technology. However, inhibiting factors are also significant, such as low public digital literacy, limited human resource competency within KIM, weak coordination, and minimal incentives and rewards. Therefore, it can be concluded that KIM's success in supporting public services depends heavily on targeted, intensive, and continuous development. Strengthening human resource capacity, providing motivation through incentives, optimizing the use of digital technology, and more effective cross-sector coordination are important strategies that need to be implemented to ensure KIM can optimally carry out its functions. Keywords: Development, KIM, Public Services, Direction, Motivation, Supervision, Coordination.
Comparative Evaluation of YOLOv5, YOLOv7, and YOLOv8 for Outdoor Traffic Object Detection Achmad, Refi Riduan; Abil, Muhammad; Fadhilah, Muhammad Raihan; Sandi
International Journal of Applied Mathematics and Computing Vol. 3 No. 2 (2026): April: International Journal of Applied Mathematics and Computing
Publisher : Asosiasi Riset Ilmu Matematika dan Sains Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62951/ijamc.v3i2.291

Abstract

Object detection plays a crucial role in intelligent transportation systems, particularly for outdoor traffic monitoring applications that require accurate and real-time performance under limited computational resources. Recent developments in YOLO-based architectures have introduced multiple model variants; however, their practical performance under constrained training conditions remains insufficiently explored. This study presents a comparative evaluation of YOLOv5, YOLOv7, and YOLOv8 for outdoor traffic object detection using a real-world dataset and identical experimental settings. The main objective of this research is to analyze the robustness and detection quality of different YOLO variants when trained with a limited number of epochs, reflecting practical deployment scenarios. All models were trained and evaluated using the same dataset, preprocessing pipeline, and hardware configuration to ensure a fair comparison. Performance evaluation was conducted using multiple metrics, including precision, recall, mAP@50, Precision–Recall curves, area under the curve (AUC), and peak F1-score. Experimental results indicate that YOLOv5 outperformed YOLOv7 and YOLOv8 in terms of overall detection stability and robustness. The merged Precision–Recall analysis shows that YOLOv5 achieved a higher effective AUC and superior mAP@50, reflecting better global detection performance. In addition, YOLOv5 exhibited a higher peak F1-score, indicating a more balanced trade-off between precision and recall. In contrast, YOLOv7 and YOLOv8 showed performance degradation under limited training conditions despite their more advanced architectures. These findings suggest that YOLOv5 remains a reliable and efficient solution for outdoor traffic object detection, particularly in resource-constrained environments. The study highlights the importance of comprehensive evaluation metrics and practical experimental settings when selecting object detection models for real-world applications.
Pelatihan Berbasis Komunitas dalam Pemanfaatan Limbah Pelepah Sawit Menjadi Briket untuk Meningkatkan Nilai Ekonomi Lokal di Desa Suka Mulya Haikal Faiz; Sandi; Hamka; Safar
JDISTIRA - Jurnal Pengabdian Inovasi dan Teknologi Kepada Masyarakat Vol. 6 No. 1 (2026)
Publisher : Yayasan Rahmatan Fidunya Wal Akhirah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58794/jdt.v6i1.1964

Abstract

Kegiatan pengabdian kepada masyarakat ini bertujuan memanfaatkan limbah pelepah kelapa sawit menjadi briket biomassa guna meningkatkan nilai ekonomi lokal dan mendukung pengelolaan lingkungan di Desa Suka Mulya, Kecamatan Dayun, Kabupaten Siak. Metode yang digunakan berupa pendekatan kuantitatif dengan desain pretest–posttest yang dipadukan dengan sosialisasi dan pelatihan pembuatan briket kepada masyarakat. Hasil kegiatan menunjukkan bahwa briket yang dihasilkan memiliki kadar air sebesar 7,40% dan memenuhi standar nasional, serta memiliki ketahanan mekanik yang baik meskipun nilai densitas masih perlu ditingkatkan. Selain menghasilkan produk energi alternatif ramah lingkungan, kegiatan ini berdampak pada peningkatan pengetahuan dan keterampilan masyarakat yang ditunjukkan oleh kenaikan signifikan nilai posttest. Kegiatan ini berpotensi menjadi model pemberdayaan masyarakat berbasis pemanfaatan limbah lokal yang berkelanjutan.
Co-Authors Abd Wahid Abil, Muhammad Abilio Faizal, Rifky Achmad, Refi Riduan Adhinda Adeliana Putri Aisyah, Iis Akriandi Amin Al Imran, Hamzah Aldi Tamangunde Ali Wira Rahman Alpiranda, Yuda Alya Mustika Amawati, Dewi Amiruddin Amiruddin Amirudin Anandha Pramudhita Arnisa Stefanie Asep Mulyana Basri Didik Aribowo Dzalsabila, Zhafira Edi Mulyadi Egi Sunardi Fadhilah, Muhammad Raihan Habibur Umami Amrullah Hadikusuma, Ridwan Satrio Haikal Faiz Hamka Haqiqy Hakim Hardian, Dafyar Eliadi Hasdinawati Haswan, Ela Rahmadani Hery Widijanto Ibrahim Idham Nurcahya Muharam Ihsan Alfazri Ilahi, Sabda Indah Wahyuni Juliana Juliati Jusniaty, Jusniaty Kalista, A. Khoirunnisa, May Hanny Kusmawati, Yeti Lela Nurpulaela Miftakhul Azamah Moh. Ali Muhamad Ardho Surya Leksana Muhamad Ghozali Muhammad Azmi Al-Fatih Muhammad Rifqi Firdaus Muhammad Sabir Muhlis, Suardi Mutmainah, Mutiara Nabila, Reva Nur Anisa Nurhidayah Nurpadilla Nurullayali Azzahro Octaviani, Oky Putra, Akhmal Arya Rahman, Muh. Alief Tito Resny Mulyani Reva Lina Putri Septiani Safar Safrian Andromeda Sahiruddin Salsha Putri Aisyah N Santoso, Dian Budhi Saputri, Rizka Sindi Meilani Sinduano Sinta Khoiril Bariyyah Siti Salwa Az’Zahra Subhan, Daris Subhanjaya Angga Atmaja Sukmayanti Syamsuri, Andi Makbul Syamsuria Tita Nurdaiyah Ulfah, Indriana Umar Umniyah, Alya Wasalma, Ahwa Rizki Wijaya, Hany Duta Yulianda, Nidia Yusuf Yusvia