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All Journal Jurnal Konseling dan Pendidikan Jurnal Media Infotama Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control IJIS - Indonesian Journal On Information System JURIKOM (Jurnal Riset Komputer) Jurnal Sistem Cerdas JSAI (Journal Scientific and Applied Informatics) Jurnal Teknologi Informasi dan Pendidikan Journal of Technopreneurship and Information System (JTIS) JATI (Jurnal Mahasiswa Teknik Informatika) SINTA Journal (Science, Technology, and Agricultural) Djtechno: Jurnal Teknologi Informasi Multidiciplinary Output Research for Actual and International Issue (Morfai Journal) Jurnal Komputer, Informasi dan Teknologi Jurnal Sistem Informasi Dan E-Bisnis JURNAL BESEMAH Mestaka: Jurnal Pengabdian Kepada Masyarakat PEDAMAS (Pengabdian Kepada Masyarakat) El-Mujtama: Jurnal Pengabdian Masyarakat Jurnal Al-Maun Jurnal Pengabdian Masyarakat Mentari Jurnal Riset Multidisiplin Edukasi Jurnal TAM (Technology Acceptance Model) JCOSIS (Journal Computer Science and Information Systems)
Guntur Alam
Universitas Muhammadiyah Bengkulu
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STRATEGIES FOR ALIGNING VOCATIONAL SCHOOLS WITH THE BUSINESS AND INDUSTRIAL WORLD IN THE ERA OF THE INDUSTRIAL REVOLUTION 5.0 Caca Andika; Rg Guntur Alam
Multidiciplinary Output Research For Actual and International Issue (MORFAI) Vol. 5 No. 5 (2025): Multidiciplinary Output Research For Actual and International Issue
Publisher : RADJA PUBLIKA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54443/morfai.v5i5.4282

Abstract

Aligning vocational schools with the business and industrial world is a crucial need in facing the dynamics of the Industrial Revolution 5.0, which is characterized by advances in smart technology and demands for an adaptive and innovative workforce. This study aims to analyze strategies for aligning vocational education with the needs of technology-based industries through a systematic literature review of 45 national and international articles published in 2015–2025. Articles were selected based on inclusion criteria relevant to the themes of vocational curriculum, industrial work practices, skills development, and school–industry partnerships. Contributions to novelty(novelty)This research emphasizes the integration of soft skills, digital literacy, and smart technology-based industrial partnerships in vocational alignment strategies. This focus complements previous research that generally still emphasizes aspects of the curriculum or conventional field work practices. The results of the study indicate that effective alignment includes four main aspects: developing a competency-based curriculum that is responsive to industry dynamics, implementing relevant internships and work practices, strengthening soft skills such as communication, leadership, and critical thinking, and building sustainable partnerships with the digital technology-based business world. Strong synergy between vocational schools and industry has proven to be a key factor in preparing graduates who are work-ready, globally competitive, and able to innovate in the era of advanced technology. This research recommendation emphasizes the need for an adaptive and sustainable alignment strategy, especially through the integration of digital literacy, 21st-century skills, and industry 5.0 collaboration networks, so that vocational education becomes increasingly relevant in supporting the development of superior human resources for the advancement of the national economy and industry.
Analisis Performa Algoritma Naïve Bayes dan SVM Menggunakan Python Pada Ulasan Sentimen Game Roblox Dia Komalla; Alam, RG Guntur; Wijaya, Ardi
JURNAL RISET KOMPUTER (JURIKOM) Vol. 12 No. 6 (2025): Desember 2025
Publisher : Universitas Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/jurikom.v12i6.9396

Abstract

The imbalance of user reviews in the Roblox game creates accuracy challenges in sentiment classification, where the number of positive reviews significantly exceeds negative ones, causing the model to struggle particularly in identifying negative sentiment. This study aims to compare the performance of the Naïve Bayes and Support Vector Machine algorithms in classifying sentiment on imbalanced data. The research was conducted through several stages, including web scraping, pre-processing, automatic labeling using CNN, data splitting, model training, and performance evaluation using a Confusion Matrix. The findings reveal that Naïve Bayes tends to classify most samples as positive, resulting in very high recall for the positive class, reaching 0.995–0.997, but poor performance on the negative class, leading to consistent imbalance across all test ratios. In contrast, SVM achieves higher accuracy and more stable performance, with a Macro-F1 score of 0.740–0.769 and an AUC-PR of 0.936–0.942. The performance differences between the two models are statistically significant, with p-values of 0.001 and 0.0004, indicating that SVM is more effective in identifying both majority and minority classes. However, in terms of computational efficiency, Naïve Bayes is superior, requiring only 0.003–0.016 seconds of training time. Therefore, SVM is considered more reliable and robust for sentiment analysis on imbalanced data such as Roblox game reviews, whereas Naïve Bayes is more suitable when processing speed is the priority.
Internalisasi Tata Kelola Administrasi Pemerintahan melalui Praktik Kerja Lapangan di DPRD Kota Bengkulu Tauhid, Muhammad Ikhsan; Alam, RG Guntur; Wijaya, Ardi
Mestaka: Jurnal Pengabdian Kepada Masyarakat Vol. 5 No. 1 (2026): Februari 2026
Publisher : Pakis Journal Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58184/mestaka.v5i1.921

Abstract

Fieldwork Internship is a strategic curricular instrument that bridges the gap between academic theory and the empirical reality of the workplace. This activity aims to analyze the effectiveness of the implementation of Field Work Internship at the Bengkulu City DPRD Secretariat in improving student competency in public administration and legislative mechanisms. Using descriptive qualitative methods with participatory observation and in-depth interviews, this study evaluates student involvement in the management of official documents and government bureaucratic procedures. The outcomes of this activity indicate that student integration into the legislative work environment significantly improves administrative skills, understanding of sectoral regulations, and internalization of professional ethics. These findings confirm that practical experience in state institutions plays a crucial role in shaping students' career readiness, particularly in facing the complex dynamics of the public sector.
PEMBUATAN ABSENSI GURU BERBASIS WEBSITE MENGUNAKAN INIFINITY FREE DISEKOLAH SMP MUHAMMADIYAH TERPADU Rojandra, Hajar; Gufron, Muhammad Ale; Zhonata, Jerry Ario; Ramayanti, Imelia Okta; Nathania, Nabela Hermy; Alam, RG Guntur
PEDAMAS (PENGABDIAN KEPADA MASYARAKAT) Vol. 4 No. 02 (2026): MARET 2026
Publisher : MEDIA INOVASI PENDIDIKAN DAN PUBLIKASI

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

Abstract

kegiatan ini memiliki tujuan untuk merancang serta mengimplementasikan suatu sistem pencatatan kehadiran guru yang berbasis website dengan memanfaatkan layanan hosting gratis InfinityFree pada SMP Muhammadiyah Terpadu Kota Bengkulu. Proses pengembangan sistem dilaksanakan dengan menerapkan model pengembangan perangkat lunak waterfall, yang mencakup serangkaian tahapan sistematis meliputi analisis kebutuhan sistem, perancangan arsitektur sistem, implementasi kode program, pengujian fungsionalitas, serta tahap pemeliharaan sistem. Adapun teknologi yang diimplementasikan dalam proses pengembangan sistem ini mencakup bahasa pemrograman PHP sebagai logika backend, sistem manajemen basis data MySQL untuk pengelolaan data, serta framework Bootstrap guna menghasilkan tampilan antarmuka pengguna yang responsif dan adaptif terhadap berbagai perangkat. Pemilihan InfinityFree sebagai platform hosting didasarkan pada pertimbangan bahwa layanan tersebut menyediakan fasilitas web hosting secara cuma-cuma dengan spesifikasi teknis yang memadai, sehingga sistem dapat dioperasikan secara daring tanpa menimbulkan beban biaya operasional bagi pihak institusi.
Penerapan dan Optimalisasi Sistem Informasi Desa (OpenSID) dalam Mendukung Digitalisasi Pelayanan di Kelurahan Pematang Gubernur Kota Bengkulu Saputra, Kreshna Ady; Gunawan, Gunawan; Alam, RG Guntur; Rahmadani, Reza Nur; Saputra, Ahmat Fahry; Akfarelta, Akfarelta; Veronika, Adelia
Jurnal Pengabdian Masyarakat Mentari Vol. 2 No. 10 (2026): Mei
Publisher : Amirul Bangun Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59837/jpmm.v2i9.275

Abstract

Program digitalisasi pelayanan pemerintahan di tingkat desa dan kelurahan merupakan salah satu upaya untuk meningkatkan kualitas pelayanan administrasi kepada masyarakat. Salah satu platform yang digunakan untuk mendukung proses tersebut adalah Sistem Informasi Desa (OpenSID). Namun dalam implementasinya masih terdapat aparatur kelurahan yang belum memahami secara optimal cara pengoperasian sistem tersebut. Kegiatan pengabdian kepada masyarakat ini bertujuan untuk mendukung penerapan dan optimalisasi penggunaan sistem OpenSID di Kelurahan Pematang Gubernur Kota Bengkulu. Metode pelaksanaan kegiatan dilakukan melalui tahapan pelatihan, implementasi, serta pendampingan langsung kepada aparatur kelurahan. Pelatihan dilaksanakan selama dua hari yang diikuti oleh mahasiswa dan aparatur kelurahan, kemudian dilanjutkan dengan kegiatan pendampingan selama kurang lebih tiga minggu di Kelurahan Pematang Gubernur. Hasil kegiatan menunjukkan bahwa sebagian aparatur kelurahan mulai memahami dan mampu mengoperasikan beberapa fitur dasar dalam sistem OpenSID seperti pengelolaan data administrasi, admin web, layanan mandiri, serta layanan surat menyurat. Meskipun demikian, terdapat beberapa kendala dalam proses adaptasi teknologi, terutama bagi aparatur dengan usia yang lebih senior. Secara umum kegiatan ini memberikan kontribusi positif dalam mendukung penerapan dan optimalisasi sistem informasi desa untuk meningkatkan digitalisasi pelayanan administrasi di Kelurahan Pematang Gubernur Kota Bengkulu.
Co-Authors AA Sudharmawan, AA Abdullah, Dedy Abid Aprialdi Akfarelta, Akfarelta Amrul Faruq Andi Lala Andilala, Andilala ANDRI KURNIAWAN Apridiansyah, Yovi Ariyanti, Widya Caca Andika Cahyo Prihantoro Dia Komalla ewika dwi wulandari Fikri Agnesa Putra Fitriah Fransiska, Nora Geri Rizki Ramadani Gufron, Muhammad Ale Gunawan Gunawan Gunawan Gunawan Gunawan Handayani, Sri Harianto, Ozi Harry Witriyono Hary Witriyono Helen Anggraini Hidayah, Aditia Hidayah, Agung Karisma hidayah, agung kharisma Jaka Rapino Juhardi, Ujang Karnedi, Gunawan Khairullah Khairullah, Khairullah Kirman Kirman Kirman, Kirman Lena Utami Lestari, Putri Dwi Lety Lestari Lingga, Ravi Putra Lorensya, Cintia Novita Machmud Effendy Mahendra, Yusril Mahfuzhi, A.R Walad Mahfuzi, AR. Walad Marissa Utami mawanti, desti Monsya Juansen muhammad fikri Muntahanah, Muntahanah Mutiara Hikmah Nathania, Nabela Hermy Nengsi, Elta Putri Setia Netra Ayu Nita, Taura Puji Rahayu Kurniasih Putra, Arbeiansah Pratama Putra, Fikri Agnesa Rahmadani, Reza Nur Rajes Andika Putra Ramayanti, Imelia Okta Ramzi, Reja Muhamad Randi Riski Ananda Rexcy Elsan Rido Syahputra Rifqo, Muhammad Husni Rojandra, Hajar sabri, melzan sabri Saputra, Ahmat Fahry Saputra, Kreshna Ady Selta Jaya Putra selviani, pebi Sigit Muryono Sri Handayani Sulasono, Heri Surya Ade Saputera Tauhid, Muhammad Ikhsan Toyib, Rozali Tri Rahayu Trisista, Adinda Vendy Handoyo Veronika, Adelia Wicaksono, Rama Iqbal Wijaya, Ardi Wulandari, Ardeya Yetman Erwadi Yunus Hidayat Yusril Mahendra Yuza Reswan Zhonata, Jerry Ario