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All Journal Journal of Economics, Business, & Accountancy Ventura Juiperdo Mazahib Substantive Justice International Journal of Law Best Journal (Biology Education, Sains and Technology) Rayah Al Islam : Jurnal Ilmu Islam Abdimas Galuh: Jurnal Pengabdian Kepada Masyarakat Jurnal Teknik Informatika C.I.T. Medicom Jurnal Digit : Digital of Information Technology Continuous Education : Journal of Science and Research Journal of Informatics Management and Information Technology Abditeknika - Jurnal Pengabdian Kepada Masyarakat Computer Science (CO-SCIENCE) Jurnal Abdimas Komunikasi dan Bahasa International Journal of Science and Society (IJSOC) Jurnal Minfo Polgan (JMP) Jurnal Pengabdian Masyarakat Putri Hijau Legal Protection for the Partnership Agreement Parties Qawwam Sinergi: Jurnal Pengabdian Kepada Masyarakat Jurnal Komputer Antartika Buletin Ilmiah Ilmu Komputer dan Multimedia (BIIKMA) Management of Information System Journal NALAR FIQH: Jurnal Hukum Islam TECHNOVATE Variable Research Journal
Siti Marlina, Siti
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EFEKTIVITAS EDUKASI KESEHATAN REPRODUKSI DAN PERGAULAN BEBAS DI SMP NEGERI 9 KENDARI Bahar, Hartati; Asrul, Muh Zaki Alfiansyah; Sani, Nur Insan; Aulia K , Rahma; Anggraeni , Sartika Putri; Marlina, Siti; Mandasari , Titin; Powatu , Virji Andini Tri Ramadhani; Ariani, Wa Ode Gusni; Alifah , Wa Ode Najwa; Azzahra , Zhafira Syarlianti
VARIABLE RESEARCH JOURNAL Vol. 2 No. 03 (2025): JULI 2025
Publisher : Media Inovasi Pendidikan dan Publikasi

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Abstract

Laporan BKKBN Provinsi Sulawesi Tenggara tahun 2018 mencatat  bahwa perilaku seksual berisiko pada remaja meliputi 14,7% melakukan ciuman bibir, 5,2% melakukan perabaan atau perangsangan, serta 6,1% sudah pernah melakukan hubungan seksual pra-nikah. Penelitian ini bertujuan untuk meningkatkan pengetahuan remaja mengenai kesehatan reproduksi dan pergaulan bebas melalui intervensi berupa edukasi dengan menggunakan model edukasi berbasis pemberian layanan informasi berupa poster edukatif, sebagai panduan pendidikan seks dan pergaulan bebas. Penelitian ini menggunakan pendekatan Kuantitatif dengan desain Pra-Eksperimen yang  menggunakan rancangan pre-test dan post-test sebanyak 27 sampel sebagai percontohan. Temuan dari hasil analisis mengindikasikan terdapat 15 remaja (55,56%) menunjukkan pemahaman yang baik, 10 remaja (37,04%) berada dalam kategori cukup, dan 2 remaja (7,4%) berada pada tingkat pengetahuan rendah. Uji statistik berpasangan menunjukkan adanya perbedaan antara skor rata-rata pre-test dan post-test, dimana nilai awal sebesar 12,27 meningkat menjadi 20,27 dengan p-value = 0,009 (p < 0,05). Hasil tersebut menunjukkan bahwa edukasi dengan menggunakan model edukasi berbasis pemberian layanan informasi berupa poster edukatif sebagai panduan pendidikan seks dan pergaulan bebas dapat meningkatkan pengetahuan remaja mengenai kesehatan reproduksi dan pergaulan bebas.
Implementasi Sistem Informasi Perjalanan Dinas di BKPSDM Tangerang Selatan Ammanullah, Khumair; Yunita, Norma; Marlina, Siti
Jurnal Komputer Antartika Vol. 3 No. 4 (2025): Desember
Publisher : Antartika Media Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70052/jka.v3i4.1159

Abstract

Perkembangan teknologi digital yang pesat menuntut instansi pemerintahan untuk terus beradaptasi dalam meningkatkan efisiensi kerja melalui sistem informasi. Salah satu permasalahan yang dihadapi oleh BKPSDM Kota Tangerang Selatan adalah proses pengelolaan Surat Perintah Perjalanan Dinas (SPPD) yang masih dilakukan secara manual, sehingga sering terjadi keterlambatan, kesalahan input data, dan duplikasi dokumen. Penelitian ini bertujuan untuk mengembangkan sebuah sistem informasi berbasis web yang dapat mengelola proses pengajuan, persetujuan, hingga pelaporan kegiatan perjalanan dinas secara terstruktur dan digital. Pengembangan sistem dilakukan dengan metode Agile Development, menggunakan teknik pengumpulan data melalui observasi, wawancara, serta studi pustaka. Aplikasi dirancang dengan framework Laravel dan basis data MySQL, serta diuji menggunakan pendekatan black-box. Hasil dari pengembangan sistem menunjukkan peningkatan efisiensi dalam pembuatan dokumen perjalanan dinas seperti SPT, SPD, visum, dan kwitansi, serta mempermudah pengelolaan data pegawai dan anggaran. Sistem ini juga mendukung proses pelaporan yang lebih akurat dan terarsip secara digital. Dengan diterapkannya sistem ini, pengelolaan administrasi perjalanan dinas di lingkungan BKPSDM menjadi lebih cepat, akurat, dan terdokumentasi dengan baik.   The rapid development of digital technology demands government institutions to continuously adapt in order to improve work efficiency through the use of information systems. One of the challenges faced by BKPSDM Kota Tangerang Selatan is the manual handling of Official Travel Orders (SPPD), which often leads to delays, data entry errors, and document duplication. This study aims to develop a web-based information system that can manage the submission, approval, and reporting processes of official travel in a structured and digital manner. The system development was carried out using the Agile Development method, with data collection techniques including observation, interviews, and literature review. The application was built using the Laravel framework and MySQL database, and tested using the black-box testing approach. The results show improved efficiency in generating official travel documents such as SPT, SPD, travel permits, and receipts, as well as easier management of employee and budget data. The system also supports more accurate and well-archived reporting. With the implementation of this system, the administrative process of official travel at BKPSDM has become faster, more accurate, and better documented.
Optimization of Crop Recommendation Model Using Ensemble Learning Techniques for Multiclass Classification Marlina, Siti; Misriati, Titik; Aryanti, Riska
Computer Science (CO-SCIENCE) Vol. 6 No. 1 (2026): January 2026
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/co-science.v6i1.10044

Abstract

Crop recommendation systems play a crucial role in modern agriculture by helping farmers make data-driven decisions to maximize yield, optimize resource use, and ensure sustainable farming practices. By analyzing environmental and soil parameters, these systems can suggest the most suitable crops for specific conditions, reducing the risks of crop failure and improving overall productivity. This study evaluates the performance of five ensemble learning algorithms—Random Forest, Extra Trees, CatBoost, XGBoost, and LightGBM—for multiclass classification in a crop recommendation system. All models achieved high accuracy above 98%, with Random Forest demonstrating the best and most stable performance. The feature importance analysis revealed that climatic factors, particularly rainfall and humidity, contributed the most to prediction outcomes, followed by macronutrients such as potassium, phosphorus, and nitrogen. In contrast, temperature and soil pH showed relatively lower influence. These findings highlight the dominance of climatic factors over soil chemical properties and demonstrate the capability of ensemble learning methods to capture complex data patterns. Random Forest is recommended as the primary model to support more effective land management and crop cultivation strategies.
ANALYSIS OF STRATEGIES FOR IMPROVING PUBLIC SERVICES AT THE BARUGA SUBDISTRICT OFFICE, KENDARI CITY Auliany Hasan, Reski; Marlina, Siti; Pratama Mandala Putra, Ryan; Agus Mokodompit, Eliyanti
Qawwam : The Leader's Writing Vol. 6 No. 2 (2025): December
Publisher : Fakultas Ushuluddin Adab dan Dakwah Insitut Agama Islam Negeri Kerinci

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Abstract

Public service is a crucial indicator for assessing local government performance and community satisfaction. This study aims to analyze strategies for improving public services at the Baruga Subdistrict Office, Kendari City, focusing on service quality from the perspective of the community and the influencing factors. This research employs a descriptive qualitative approach, with data collected through observation, semi-structured interviews, and documentation. Informants include the Head of the Subdistrict, service staff, and community service users, selected using purposive sampling until data saturation was reached. Data analysis was conducted using an interactive model consisting of data reduction, data presentation, and conclusion drawing. The results indicate that the quality of public services at the Baruga Subdistrict Office is generally good, particularly in the dimensions of tangibles, reliability, responsiveness, assurance, empathy, competence, credibility, and security. However, several aspects require improvement, including facility comfort, staff proficiency in using supporting tools, and friendliness in service interactions. Recommended strategies for service improvement include employee training, facility enhancement, strengthening standard operating procedures, and fostering empathetic and professional attitudes. These findings emphasize the importance of employee competence, facility quality, and interactions with the community as key factors in enhancing public satisfaction.
Perancangan Website Company Profile EPIK Menggunakan Metode RAD dengan Payload CMS v3 Marlina, Siti; Ardhiansyah, Maulana; Nugroho, Fajar Agung
Buletin Ilmiah Ilmu Komputer dan Multimedia Vol 3 No 4 (2025): Buletin Ilmiah Ilmu Komputer dan Multimedia (BIIKMA) (INPRESS)
Publisher : Shofanah Media Berkah

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Abstract

Website company profile merupakan media strategi untuk membangun kredibilitas dan menyampaikan identitas organisasi di era digital. EPIK (Enigma Paradox Inovasi Kreatif) sebagai komunitas Web3 di PT Parallax Kreasi Regeneratif memerlukan platform digital untuk merepresentasikan identitas dan portofolio proyek internasional. Penelitian ini bertujuan merancang website profil perusahaan menggunakan metode Rapid Application Development (RAD) yang terintegrasi dengan Payload CMS v3 sebagai sistem manajemen konten backend. Metode RAD dipilih karena kemampuannya menyelesaikan pengembangan dalam waktu 30-90 hari, lebih efisien dibandingkan metode konvensional (180 hari). Sistem dikembangkan dengan Next.js untuk frontend, Payload CMS v3 sebagai headless CMS, MongoDB sebagai database, dan TypeScript untuk type safety. Hasil penelitian menunjukkan website berhasil diimplementasikan dengan fitur admin panel untuk pengelolaan konten portofolio, REST API untuk integrasi multi-platform, dan landing page responsif yang menampilkan informasi EPIK secara profesional. Pengujian black box menunjukkan seluruh fungsionalitas bekerja sesuai spesifikasi dengan tingkat keberhasilan 100%. Penelitian ini membuktikan efektivitas metode RAD dan Payload CMS v3 dalam pengembangan website company profile modern.
Co-Authors Adawiyah, Robi’atul Adriadi, Andreas Septian Afrianti, Lisa Agus Mokodompit, Eliyanti Agustiani, Sarifah Aini, Lisa Nur Alidin, La Ode Asfahyadin Alifah , Wa Ode Najwa Almaida, Nisa Alwi, Fahrizal Ammanullah, Khumair Anggraeni , Sartika Putri Ardhiansyah, Maulana Ariani, Wa Ode Gusni Arianto, Adi Ariany, Lisda Arifin, Yosep Tajul Asrul, Muh Zaki Alfiansyah Aulia K , Rahma Auliany Hasan, Reski Azzahra , Zhafira Syarlianti Azzahro, Fatimah Dedy Takdir Syaifuddin Delisa, Apifah Dian Mustika Elvira Zahara, Anzu Ernawati Ernawati Fajar Agung Nugroho Fitri Julianti Fuad Rahman Ginting, Monika Nina Kurniawaty Guswendra, Rahmat Handayani, Rize Hariati Hariati Harigustian, Yayang Haris Mubarak Hartati Bahar Haryani Hasian, Muhammad Tsawaby Herawati, Augustin Rina Kismartini Kismartini Kristina, Gina Latif , Abdul Madyan Mandasari , Titin Mardaleni, Mardaleni Maria Hermita Manik Maryani Maryani Maulana, Andry Montundu, Yusuf Muhammad Faisal Mumtaz, Mumtaz Niasari, Fitri Nirwana, Putri Mira Numan Musyaffa Powatu , Virji Andini Tri Ramadhani Pratama Mandala Putra, Ryan Putra, Komang Ardidhana Nugraha Putri, Anggri Putri, Diah Ayu Radhitya, Made Leo Rahayu, Karlina Rahmat Hidayat Rifansyah, Muhammad Riska Aryanti Rosaulina, Meta Sani, Nur Insan Siti Khotimatul Wildah Supriyatna Syahri, Alfi Syarif Hidayatulloh Tantri, Siti Tiara Tarigan, Beti Susanti Titik Misriati Umar Yusuf Ummu Radiyah, Ummu WITRIANA ENDAH PANGESTI Yoseph Tajul Arifin Yourisna Pasambo Yunita, Norma Yusni Arni Zuliawati, Zuliawati