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All Journal Jurnal Ilmiah Teunuleh: The International Journal of Social Sciences Jurnal Pengabdian Masyarakat (ABDIRA) Jurnal Teknologi Informasi
Arisna, Puput
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Aerospace Engineering Humanities Computer Science & IT Education Languange, Linguistic, Communication & Media Nursing Social Sciences Other

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Analysis of Factors Influencing Data Entry Partners' Productivity at the South Aceh Regency Central Statistics Agency Office Ukrawiyah, Jumaida; Ansari, Leli Putri; Arisna, Puput; Harmawan, Aglis Andhita; Manan, Afni Abdul
Jurnal Ilmiah Teunuleh Vol. 6 No. 1 (2025): Jurnal Ilmiah Teunuleh
Publisher : Teunuleh Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51612/teunuleh.v6i1.172

Abstract

Data entry processing partners are contract workers compensated according to their agreements and are in high demand across various sectors, including banking, healthcare, and the Central Statistics Agency of South Aceh Regency. This study investigates how wages, education, and work experience impact the productivity of these data entry partners at the agency. The findings reveal that while wages have a positive but insignificant effect on productivity, education significantly influences it; higher educational attainment correlates with improved contributions due to enhanced technical and analytical skills. Conversely, work experience showed a negligible negative impact, potentially linked to factors like burnout or outdated skills. When considering all three variables together, they collectively affect productivity significantly, with education being the most influential factor.The regression analysis indicates that wages, education, and work experience account for 44.9% of the variation in productivity, suggesting that other external factors also play a role. This research is context-specific to the BPS Office of South Aceh Regency and is limited by its focus on a few variables and a cross-sectional design, which may restrict the generalizability of the results.
Penerapan CNN Arsitektur VGG16 untuk Deteksi Kesegaran Ikan Berdasarkan Citra Digital Suhendra, Rivansyah; Ayu, Ratih Sari; Qaisa, Rara Syifa; Juliwardi, Ilham; Astrianda, Nica; Arisna, Puput; Syahril, Alfis; Hasanah, Uswatun
Jurnal Teknologi Informasi Vol 4, No 1 (2025): Mei
Publisher : Universitas Teuku Umar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35308/jti.v4i1.12301

Abstract

Kesegaran ikan merupakan indikator utama dalam menentukan kualitas dan keamanan produk perikanan. Penilaian secara manual masih bersifat subjektif dan memerlukan keahlian khusus. Penelitian ini bertujuan untuk mengembangkan sistem klasifikasi tingkat kesegaran ikan secara otomatis menggunakan algoritma Convolutional Neural Network (CNN) dengan arsitektur VGG16. Data berupa 1.378 citra mata ikan dikumpulkan dari pasar ikan di Meulaboh dan Blangpidie, kemudian melalui proses preprocessing menggunakan teknik contrast stretching. Dataset dibagi menjadi data latih (80%) dan data validasi (20%). Proses pelatihan dilakukan dengan menerapkan augmentasi dan normalisasi data guna meningkatkan kemampuan generalisasi model. Hasil pengujian menunjukkan bahwa model mampu mengklasifikasikan citra dengan akurasi, precision, recall, dan F1-score sebesar 100%. Analisis confusion matrix menunjukkan tidak adanya kesalahan klasifikasi pada data validasi. Temuan ini menunjukkan bahwa citra mata ikan merupakan fitur visual yang efektif untuk mengidentifikasi tingkat kesegaran. Sistem yang dikembangkan memiliki potensi untuk diimplementasikan dalam proses sortir dan kontrol mutu hasil perikanan. Penelitian selanjutnya disarankan untuk memperluas cakupan jenis ikan dan pengujian dalam kondisi lingkungan nyata guna meningkatkan robustitas model.
Internalisasi Nilai Perjuangan Teuku Umar bagi Santri Dayah Darul Faizin Mengejar Cita-cita Suhendra, Noval; Syahril, Syahril; Noviar, Helmi; Hatmawan, Aglis Andhita; Alisman, Alisman; Mahrizal, Mahrizal; Ansari, Leli Putri; Hadi, Fajri; Arisna, Puput; Hartini, Hartini
Jurnal Pengabdian Masyarakat (ABDIRA) Vol 5, No 3 (2025): Abdira, Juli
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/abdira.v5i3.660

Abstract

This community service activity aims to internalize the values of Teuku Umar's struggle as an inspiration for students in achieving their dreams. This activity is based on the problems faced by traditional dayah, coupled with the existence of skeptical assumptions from the community that can affect the motivation and self-confidence of students. The approach used is a participatory educational approach by actively involving students and fostering good communication. This activity consists of two main sessions, namely interactive seminars and training on planning goals. The results of the study showed that the values of Teuku Umar's struggle could be internalized by students of Dayah Darul Faizin and also the building of students' self-confidence increased after the training, motivating them to continue fighting despite their limitations. This activity received a positive response from all participants, including teachers, and was considered useful in shaping the character of students.
Co-Authors Aglis Andhita Hatmawan, Aglis Andhita Alisman, Alisman Ayu, Ratih Sari Hadi, Fajri Harmawan, Aglis Andhita Hartini Helmi Noviar Juliwardi, Ilham Leli Putri Ansari Mahrizal Mahrizal Manan, Afni Abdul Nica Astrianda Noval Suhendra Qaisa, Rara Syifa Suhendra, Rivansyah Syahril Syahril Syahril, Alfis Ukrawiyah, Jumaida Uswatun Hasanah