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All Journal EXPERT: Jurnal Manajemen Sistem Informasi dan Teknologi Journal of Business & Banking JURNAL PENGABDIAN KEPADA MASYARAKAT JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI Jurnal Sisfokom (Sistem Informasi dan Komputer) IJISTECH (International Journal Of Information System & Technology) Magisma: Jurnal Ilmiah Ekonomi dan Bisnis Techno Xplore : Jurnal Ilmu Komputer dan Teknologi Informasi Jurnal Sisfotek Global Community Development Journal: Jurnal Pengabdian Masyarakat Brahmana : Jurnal Penerapan Kecerdasan Buatan Teknomatika (Jurnal Teknologi dan Informatika) IJISTECH Journal of Applied Data Sciences Jurnal Sisfotek Global Jurnal Pengabdian Masyarakat : Pemberdayaan, Inovasi dan Perubahan Jurnal Ilmiah IT CIDA : Diseminasi Teknologi Informasi Dulang: Jurnal Pengabdian Kepada Masyarakat Jurnal Multidisiplin Sahombu Jurnal Abdimastek (Pengabdian Masyarakat Berbasis Teknologi) Bhinneka Tunggal Ika: Jurnal Pengabdian Kepada Masyarakat Jurnal Pengabdian Masyarakat Tekno E-Amal: Jurnal Pengabdian Kepada Masyarakat Jurnal Pengabdian Kepada Masyarakat (Abdimas) Universitas Baturaja
Ari Amir Alkodri
ISB Atma Luhur
Religion Agriculture, Biological Sciences & Forestry Arts Humanities 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 Mathematics Medicine & Pharmacology Neuroscience Public Health Social Sciences Transportation Other

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PENINGKATAN SKILL SISWA PRAKERIN KERJA INDUSTRI DIBIDANG TIK KESIAPAN KERJA Fitriyani, Fitriyani; Alkodri, Ari Amir; Sarwindah, Sarwindah; Marini, Marini; yanuarti, elly
Jurnal Pengabdian Masyarakat Berbasis Teknologi Vol 2 No 2 (2021): VOLUME 2. NO 2. OKTOBER 2021
Publisher : ISB Atma Luhur

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32736/abdimastek.v2i2.1274

Abstract

Dunia kerja membutuhkan skill atau keterampilan baik itu hard skill maupun soft skill. Siswa SMK disiapkan untuk memiliki keterampilan dalam menghadapi dunia kerja. Untuk itu diadakan pelatihan peningkatan skill atau keterampilan siswa prakerin agar siswa siswi memiliki kesiapan dalam menghadapi dunia kerja. Sesuai dengan tujuan berdirinya SMK adalah menyiapkan calon karyawan yang siap kerja, artinya memiliki keterampilan sesuai dengan bidang ilmunya dan dapat bersaing dengan karyawan lainnya. Pelatihan ini memberikan pengetahuan tentang dunia kerja, pengetahuan tentang computer, melatih cara berkomunikasi dalam dunia kerja, melatih bagaimana memiliki etos kerja yang baik. Pelatihan ini diikuti oleh 20 peserta dari SMK yang sedang melaksanakan prakerin di ISB Atma Luhur.
PENINGKATAN SKILL PESERTA DIDIK DALAM PENGOLAHAN AUDIO VIDEO UNTUK MENGHADAPI UJI KOMPETENSI KEAHLIAN MULTIMEDIA Fitriyani, Fitriyani; Alkodri, Ari Amir; Yulita, Yulita; Isnanto, Burham
Jurnal Pengabdian Masyarakat Berbasis Teknologi Vol 4 No 1 (2023): Volume 4, Nomor 1, Mei 2023
Publisher : ISB Atma Luhur

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32736/abdimastek.v4i1.1696

Abstract

Uji kompetensi merupakan salah satu upaya pemerintah bagian intervensi pemerintah dalam menjamin mutu pendidikan pada satuan pendidikan sekolah menengah kejuruan (SMK) Diharapkan melalui program ini, SMK bisa menghasilkan lulusan yang berkompeten. UKK berperan penting dalam kelulusan peserta didik karena hasil UKK akan menjadi indikator pencapaian standar kompetensi kelulusan dan nilai yang berkompetensi. Selain ilmu yang didapatkan seoarang siswa dari sekolah yang diajarkan guru dibidang multimedia diharapkan ada tambahan atau pengembangan ilmu bagi siswa sebelum yang tidak didapatkan oleh siswa dengan melakukan Uji Kompetensi Keahlian Multimedia dalam peningkatan skill peserta didik mengolah audio dan video menggunakan software Adobe Premiere Pro 2023. Pelatihan ini dilaksanakan oleh pihak eksternal ISB Atma Luhur Pangkalpinang bekerjasama dengan SMKN 1 Muntok selama 3 hari dimana pelaksanaan sebelum dilaksanakan Uji Kompetensi Keahlian Multimedia. Dengan adanya kegiatan ini, diharapkan dapat meningkatkan kemampuan dan skill siswa dalam menghadapi Uji Kompetensi Keahlian Multimedia berdasarkan keahlian yang dimiliki terukur dari adanya penilaian bagi siswa untuk bisa lulus Uji Kompetensi Keahlian Multimedia. Kata kunci: Kesiapan Uji Kompetensi Keahlian, siswa, multimedia
A Stacking Ensemble Model for Predicting Student High School Graduation Outcomes Fitriyani, Fitriyani; Alkodri, Ari Amir; Aswin, Fajar
Journal of Applied Data Sciences Vol 7, No 1: January 2026
Publisher : Bright Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47738/jads.v7i1.1067

Abstract

This study develops and evaluates machine learning models to predict high school graduation outcomes and identify at-risk students for early intervention. Using a quantitative approach, data from 1,017 students across three public high schools were analyzed, encompassing academic performance (average yearly scores), behavioral factors (attendance rates and extracurricular participation), and socio-economic background (proxied by parental occupation). A comparative modeling strategy was applied, beginning with a Decision Tree baseline and advancing to a Stacking Ensemble model that integrated three heterogeneous base learners—Support Vector Machine (SVM), k-Nearest Neighbors (k-NN), and Decision Tree—combined through a Logistic Regression meta-model. Both models were optimized using GridSearchCV and adjusted for class imbalance between graduates (93.4%) and at-risk students (6.6%). The results showed that academic variables, particularly third-year average scores (mean = 82.6, SD = 6.4) and attendance rate (mean = 94.3%), were the strongest predictors of graduation, while socio-economic indicators had minimal impact. The Stacking Ensemble achieved a notable improvement over the Decision Tree, reaching an accuracy of 99.6%, precision of 0.909, recall of 1.000, F1-score of 0.952, and AUC of 1.000, compared to the baseline accuracy of 94.9% (F1-score = 0.519, AUC = 0.83). These findings indicate the superior predictive capability of the ensemble model in identifying students at risk of non-graduation. The study’s novelty lies in combining interpretable and high-performance models to construct a practical early-warning framework that can guide educators and policymakers in targeted academic interventions. However, the near-perfect metrics also suggest potential overfitting, emphasizing the need for validation using external datasets before broader application. Overall, this research contributes a robust, data-driven methodology for improving student retention through predictive analytics in educational settings.
Pemanfaatan Desain Grafis untuk Mendukung Promosi UMKM di Kota Pangkalpinang dengan Metode Design Thingking Alkodri, Ari Amir; Atmaja, Ferry Bakti; Rachmantsah, Agus Dendi; Farid, R Burham Isnanto; Wijaya, Benny; Adiwinoto, Bambang
Jurnal Pengabdian Masyarakat: Pemberdayaan, Inovasi dan Perubahan Vol 5, No 6 (2025): JPM: Pemberdayaan, Inovasi dan Perubahan
Publisher : Penerbit Widina, Widina Media Utama

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59818/jpm.v5i6.2451

Abstract

In today's era of digitalisation and the 4.0 industrial revolution, visually appealing promotional materials are essential for survival and growth. This community service activity aims to improve the visual promotion capabilities of MSMEs in Pangkalpinang City through the use of graphic design, as well as to equip participants with the skills needed in today's digital age. The programme was conducted over five days, involving 20 students and 7 SME partners from the culinary and handicraft sectors. The methodology combined design thinking and project-based learning approaches, starting from field observation, ideation, prototyping, to the submission of final designs. The outcomes of the activity include ready-to-use promotional materials such as banners, food menus, and supporting materials tailored to the identity and needs of each SME. This activity contributes to improving the competitiveness of MSMEs through visual differentiation and strengthening marketing literacy among MSMEs and participants.ABSTRAKPada era digitalisasi dan revolusi industri 4.0 sekarang ini, keberadaan materi promosi yang menarik secara visual menjadi kebutuhan primer untuk bertahan dan berkembang. Kegiatan pengabdian masyarakat ini bertujuan untuk meningkatkan kapasitas promosi visual UMKM di Kota Pangkalpinang melalui pemanfaatan desain grafis, serta memberi bekal kompetensi yang dibutuhkan peserta pada masa digitalisasi sekarang. Pelaksanaan dilakukan selama lima hari dengan melibatkan 20 mahasiswa dan 7 UMKM mitra sektor kuliner dan kerajinan. Metode yang digunakan menggabungkan pendekatan design thinking dan project-based learning, dimulai dari observasi lapangan, ideasi, prototipe, hingga penyerahan desain final. Hasil kegiatan berupa paket materi promosi siap pakai berupa banner, menu makanan, dan materi pendukung yang disesuaikan dengan identitas dan kebutuhan masing-masing UMKM. Kegiatan ini turut berkontribusi dalam peningkatan daya saing UMKM melalui diferensiasi visual serta penguatan literasi pemasaran baik kepada UMKM serta peserta.
Teacher Selection Analysis at Pangkalpinang Baptist School Using SAW Method Fitriyani, Fitriyani; Irawan, Devi; Alkodri, Ari Amir; Andrika, Yuyi; Mayasari, Melati Suci; Kirana, Chandra
Jurnal Sisfokom (Sistem Informasi dan Komputer) Vol. 15 No. 01 (2026): JANUARY
Publisher : ISB Atma Luhur

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32736/sisfokom.v15i01.2574

Abstract

Selecting competent teachers plays a vital role in enhancing the quality of education at Pangkalpinang Baptist School. However, the use of subjective judgment in the recruitment process often leads to less effective decision-making. Therefore, this research aims to examine the teacher selection mechanism by applying the Simple Additive Weighting (SAW) method to strengthen the objectivity and precision of the selection decisions. The SAW approach assesses applicants using three main criteria: interview performance (30%), academic test results (35%), and micro teaching skills (35%).Each criterion receives specific weights according to importance levels, followed by calculations to determine candidates with the highest scores. Research results demonstrate that SAW method implementation provides more systematic and transparent decisions in teacher selection. The study evaluated 10 teacher candidates with Eka Sitompul achieving the highest score of 0.85, followed by Fandi Saputra and Vitta Natalia with 0.825 each. This method enables schools to conduct data-based selection, reducing subjectivity in recruitment processes and ensuring selected teaching staff possess competencies aligned with school requirements.
Factors Influencing Artificial Intelligence Adoption as Learning Support Media: an Extended Technology Acceptance Model Study in Bangka Belitung Islands Bakti, Ferry; Burham Isnanto; Amir Alkodri, Ari
Jurnal Multidisiplin Sahombu Vol. 6 No. 02 (2026): Jurnal Multidisiplin Sahombu, 2026
Publisher : Sean Institute

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

Abstract

The integration of artificial intelligence (AI) in higher education has accelerated globally, yet understanding of adoption factors remains fragmented, particularly in geographically isolated regions. This study extends the Technology Acceptance Model (TAM) by incorporating facilitating conditions, AI anxiety, and academic performance outcomes to analyze AI adoption patterns across multiple institutions in Bangka Belitung Islands, Indonesia. A cross-sectional quantitative design was employed with 523 students from five higher education institutions. Data were analyzed using SEM-PLS through SmartPLS 4.0, revealing that perceived ease of use demonstrated the strongest influence on actual AI system use (β=0.394, p<0.001), followed by perceived usefulness (β=0.327, p<0.001) and facilitating conditions (β=0.218, p<0.01). AI anxiety showed a significant negative effect on actual system use (β=-0.156, p<0.05), while actual system use strongly predicted academic performance (β=0.782, p<0.001). The extended model explained 68.4% variance in actual AI system use and 61.2% variance in academic performance. Multigroup analysis revealed significant differences between public and private institutions (p<0.05), with private institutions showing stronger technology acceptance patterns. These findings suggest that successful AI implementation requires holistic strategies addressing user experience design, institutional support infrastructure, and anxiety reduction programs tailored to institutional contexts in archipelagic regions.
Co-Authors Aditia, Gita Adiwinoto, Bambang Adiyarta, Krisna Agus Dendi Rachmatsyah Agus Dendi Rachmatsyah Agus Dendi Rachmatsyah Ainulfitri, Safira Amanda, Reffi Amri Amri Andi Saputra Andreani Andreani Anisah Anisah, A Aswin, Fajar Atmaja, Ferry Bakti Atmaja, R Ferry Bakti Bakti Atmaja, Ferry Bakti Atmaja, R Ferry Bakti, Ferry Bambang Adi Winoto Bambang Adiwinoto Benny Wijaya Burham Isnanto Burham Isnanto Burham Isnanto Burham Isnanto Burham Isnanto Farid Chandra Kirana Chrisna Putra, Rendy Rian Dendi Rachmansyah, Agus Dendi Rachmatsyah, Agus Elly Yanuarti Elly Yanuarti Elly Yanuarti Ellya Helmud Ellya Helmud ellya helmud, ellya erli, erli Farid, R Burham Isnanto Ferry Bakti Atmaja Ferry Bakti Atmaja Fitriyani . Fitriyani Fitriyani Fitriyani, F Gita Aditia Ilham Ilham Irawadi, Syafrul Irawan, Devi Irwan Prayudi Isnanto Farid, Burham Isnanto, Burham Isnanto, R Burham Kiswanto Wanto Liliany Candra Liza Fahreni Marini . Marini Marini Marini Marini Maxrizal Melati Suci Mayasari, Melati Suci Muhammad Hamdan Probonegoro, Wishnu Aribowo R Burham Isnanto R Ferry Bakti Atmaja R. Burham Isnanto R.Ferry Bakti Atmaja Rachmantsah, Agus Dendi Rachmatsyah, Agus Dendi Risky Maulana Riyan Nugraha Safitri, Linda Saftari, Maya Sari, Melati Suci Maya Sarwindah Sarwindah Sarwindah Sarwindah Sarwindah, Sarwindah Seno Hadi Saputro Septiawan, Yudi Sugihartono, Tri Sugihartono, Tri Sujono Sujono Sujono Sujono Sujono, Sujono Supardi Supardi Supardi Supardi Supardi Supardi Vebrian, Rajab Wijaya, Benny Yanuarti, Elly Yudhi Rudini Yulita Yulita Yulita Yulita, Yulita Yurindra Yurindra Yurindra, Yurindra Yuyi Andrika, Yuyi