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All Journal Jurnal SOLMA Jusikom : Jurnal Sistem Komputer Musirawas Conference SENATIK STT Adisutjipto Yogyakarta JUTIM (Jurnal Teknik Informatika Musirawas) Jurnal Teknologi Informasi MURA Martabe : Jurnal Pengabdian Kepada Masyarakat Journal of Computer Science and Informatics Engineering (J-Cosine) Building of Informatics, Technology and Science JURNAL MAHAJANA INFORMASI Jurnal Ilmiah Betrik : Besemah Teknologi Informasi dan Komputer Jurnal Tekinkom (Teknik Informasi dan Komputer) JOURNAL OF INFORMATION SYSTEM RESEARCH (JOSH) Jurnal SAINTIKOM (Jurnal Sains Manajemen Informatika dan Komputer) Ngabdimas : Pengabdian Pada Masyarakat PAKDEMAS : Jurnal Pengabdian Kepada Masyarakat Informatics and Enginering Dedication Jurnal Bina Komputer Jurnal Teknologi Informasi Mura Jurnal Ilmiah Betrik : Besemah Teknologi Informasi dan Komputer KREATIF: Jurnal Pengabdian Masyarakat Nusantara
Fitria Rahmadayanti
Institut Teknologi Pagar Alam, Pagar Alam, Sumatera Selatan
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Pelatihan Pembutan Brosur Dengan Adobe Photoshop Pada SMA PGRI Pagar Alam Siti Muntari; Elpita Aisah; Fitria Rahmadaynti
KREATIF: Jurnal Pengabdian Masyarakat Nusantara Vol. 3 No. 2 (2023): Juni : Jurnal Pengabdian Masyarakat Nusantara
Publisher : Pusat Riset dan Inovasi Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/kreatif.v3i2.1752

Abstract

An indicator of a good village is having a clean environment and local residents free from all diseases. In addition, local residents have commodities to be more independent in terms of economic development. This is of course not only the responsibility of village officials, but requires the support and cooperation of local residents as well. Therefore it is necessary to make use of the village environment which can realize the indicators previously mentioned. The first step that can be taken is to start with your own yard. Because based on observations, the service team found that in the partner village, namely Balombong village, it had not been used properly and there were empty lands in the residents' yards. So that the purpose of implementing this service is to provide education for residents to be able to take advantage of the yard by planting fruit in pots. This can make the environment more beautiful, healthy and the results can help the local economy
OPTIMASI BEDENGAN TANAMAN CABAI DAN TOMAT (CAMAT) PADA KELOMPOK TANI MAJU JAYA Siti Muntari; Elpita Aisah; Fitria Rahmadayanti
PAKDEMAS : Jurnal Pengabdian Kepada Masyarakat Vol 5 No 1 (2025): Desember
Publisher : Fakultas Pertanian

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58222/pakdemas.v5i1.581

Abstract

Tanaman Cabai Tomat (CAMAT) yang dilaksanakan pada Kelompok Tani Maju Jaya. Permasalahan utama yang dihadapi mitra adalah proses pembuatan bedengan yang masih dilakukan secara manual menggunakan cangkul, sehingga membutuhkan waktu lama, tenaga besar, serta menghasilkan bedengan yang tidak seragam.Metode pelaksanaan kegiatan meliputi tahap sosialisasi, pelatihan penggunaan mesin bedengan, pendampingan teknis dalam pembuatan bedengan, pemanfaatan mulsa plastik, hingga monitoring dan evaluasi terhadap pertumbuhan tanaman. Hasil kegiatan menunjukkan adanya peningkatan pengetahuan dan keterampilan petani dalam mengoperasikan alat mekanisasi pertanian, khususnya mesin bedengan dan mesin pendukung lainnya. Bedengan yang dihasilkan lebih seragam, memiliki drainase yang baik, serta mampu mengurangi pertumbuhan gulma.
INOVASI TEKNOLOGI PENGOLAHAN LIMBAH JAGUNG GUNA MENINGKATKAN EKONOMI KREATIF PADA KELOMPOK TANI Fitria Rahmadayanti; Febriansyah; Vike Iteridi
PAKDEMAS : Jurnal Pengabdian Kepada Masyarakat Vol 5 No 1 (2025): Desember
Publisher : Fakultas Pertanian

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58222/pakdemas.v5i1.588

Abstract

This community service activity was carried out in Pagar Kaya Village, which is one of the corn producing centers in the Pagar Alam area and Lahat Regency, South Sumatra. The abundance of unutilized corn cob waste causes environmental and economic problems. The purpose of this activity is to empower farmer groups to have the skills to process corn waste into products with sales value, increase entrepreneurial insight, and strengthen digital marketing through training and mentoring. The activity methods include socialization and training in briquette making, mentoring in the packaging and marketing process, and the application of simple technology to increase production efficiency. The output targets of this PKM activity are 1) increasing the knowledge of farmer groups about making briquettes, 2) Improving the skills of farmer groups, 3) Scientific publications in Sinta-accredited national journals with published status, 4) Publications in print/electronic media with published status, 5) Videos of activities shared on social media. The results showed that the partners were able to independently produce briquettes, package the products under the "JABRIK" brand, and begin marketing them online. This activity successfully increased the skills, independence, and income of the community in Pagar Kaya Village. Furthermore, the community received assistance in packaging design and social media promotion, resulting in increased recognition and marketability of "JABRIK" products. This activity successfully increased community skills, income, and awareness in managing agricultural waste productively.
Integrasi Explainable AI (SHAP) Pada Model Machine Learning Untuk Analisis Faktor Penentu Kualitas Fasilitas Kesehatan Berbasis Web Riduan Syahri; Fitria Rahmadayanti; Alfis Arif
BETRIK Vol. 17 No. 02 (2026): Jurnal Ilmiah BETRIK : Besemah Teknologi Informasi dan Komputer
Publisher : PPPM Institut Teknologi Pagar Alam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36050/ndmny220

Abstract

The quality and equitable distribution of healthcare facilities are vital indicators of regional public service development. Although modern Machine Learning models such as Extreme Gradient Boosting (XGBoost) achieve exceptionally high predictive performance in classifying medical facility quality levels, their black-box nature often limits decision-making transparency for policymakers. This study aims to integrate an Explainable Artificial Intelligence (XAI) approach using SHapley Additive exPlanations (SHAP) into an XGBoost model developed in Google Colab and deployed as an interactive web dashboard via Streamlit. The dataset comprises aggregated BPJS Healthcare Facility data across Indonesian regencies/cities supplemented with operational indicators. The experimental results demonstrate superior modeling performance, achieving an accuracy of 95.15% and an F1-Score of 97.30%. Through SHAP Summary Plot analysis, Skor_Fasilitas_UGD and Total_Faskes were identified as the primary dominant factors driving high-quality facility classifications. The Streamlit web application successfully visualizes individual feature contributions (SHAP Waterfall Plot) in real-time, providing intuitive clinical and managerial transparency for public health planning
Co-Authors Abdi NAsrullah Aisah, Elpita Akbar Nur Icshan, Onne Alfis Arif Alfis Arif Angraini, Inda Arif, Alfis Asminah Asminah, Asminah Cahaya, Della Tri Desi Puspita Desi Puspita Dhiniati, Fameira Diti Tri Utami Diti Elpita Aisah Evy Septriani Febriansyah . Ferry Putrawansyah Gesta Wulandari Inda Anggraini jery lorenza Linda Atika Masdalipa, Risnaini Muntari, Siti Puspita, Desi Putriani, Resti Rahayu, Rika Rika Rahayu Sasmita Sasmita Sasmita Sasmita Siti Muntari Sulaiman . Syahri, Riduan Tri Susanti Vike Iteridi Widya Cholil Yogi Isro Mukti, Yogi Isro Yogi Mukti