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All Journal Indonesian Journal Of Civil Engineering Education IKRA-ITH Informatika : Jurnal Komputer dan Informatika JURIKOM (Jurnal Riset Komputer) REMIK : Riset dan E-Jurnal Manajemen Informatika Komputer Indonesian Journal of Innovation Studies Jurnal Minfo Polgan (JMP) International Journal of Information Techonology and Education (IJITE) The Indonesian Journal of Computer Science semanTIK INOVTEK Polbeng - Seri Informatika Edutik : Jurnal Pendidikan Teknologi Informasi dan Komunikasi Academia Open
Glenn D. P. Maramis
Universitas Negeri Manado
Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Education Electrical & Electronics Engineering Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Medicine & Pharmacology Public Health Social Sciences Other

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Implementasi Sistem Manajemen Dokumen Cloud di Dinas Kebudayaan dan Pariwisata Kabupaten Minahasa Ricky Makalalag; Glenn Maramis
REMIK: Riset dan E-Jurnal Manajemen Informatika Komputer Vol. 9 No. 3 (2025): Volume 9 Nomor 3 Agustus 2025
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33395/remik.v9i3.15154

Abstract

Penelitian ini bertujuan untuk mengembangkan sistem manajemen dokumen berbasis cloud yang diterapkan di Dinas Kebudayaan dan Pariwisata Kabupaten Minahasa guna mendukung proses digitalisasi dan efisiensi pengelolaan dokumen. Sistem ini dirancang dengan fitur-fitur utama seperti login multi-level, unggah dan unduh dokumen menggunakan pre-signed URL dari AWS S3, pencarian dokumen berdasarkan kategori, tag, dan nama file, serta pencatatan aktivitas pengguna melalui sistem logging yang ditampilkan dalam dashboard admin. Pengembangan dilakukan menggunakan metode Waterfall dan teknologi Flask, PostgreSQL, Bootstrap, serta layanan cloud AWS S3 dan Railway. Hasil implementasi menunjukkan bahwa sistem mampu meningkatkan aksesibilitas, efisiensi, dan keamanan dalam pengelolaan dokumen digital, meskipun masih terdapat kekurangan seperti keterbatasan hak akses dan belum adanya fitur backup otomatis.
Pengembangan Sistem Informasi Monitoring dan Evaluasi Penanaman Modal Di DPMPTSP Kota Tomohon Rista Yuditia Ra'bang; Glenn D.P Maramis
REMIK: Riset dan E-Jurnal Manajemen Informatika Komputer Vol. 9 No. 3 (2025): Volume 9 Nomor 3 Agustus 2025
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33395/remik.v9i3.15159

Abstract

Monitoring dan evaluasi penanaman modal di Dinas Penanaman Modal dan Pelayanan Terpadu Satu Pintu (DPMPTSP) Kota Tomohon sebelumnya dilakukan secara manual, menyebabkan keterlambatan dalam pelaporan dan kesulitan visualisasi data. Penelitian ini merancang dan membangun sistem penyajian data monitoring dan evaluasi berbasis web untuk mendukung pengambilan keputusan yang cepat, akurat, dan transparan. Metode pengembangan menggunakan model Waterfall, mencakup analisis kebutuhan, perancangan sistem, implementasi, dan pengujian. Sistem dikembangkan dengan PHP Native, MySQL, dan visualisasi data menggunakan Chart.js. Hasil menunjukkan sistem dapat menampilkan grafik interaktif, mendukung ekspor laporan, serta mempercepat evaluasi investasi. Evaluasi sistem menunjukkan 95% pengguna internal merasa sistem mempermudah proses kerja dan meningkatkan efisiensi monitoring.
Sistem Informasi Pelestarian dan Pengenalan Kebudayaan Daerah Minahasa Berbasis Website Fajriyan Anthone; Glenn D.P. Maramis
REMIK: Riset dan E-Jurnal Manajemen Informatika Komputer Vol. 9 No. 3 (2025): Volume 9 Nomor 3 Agustus 2025
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33395/remik.v9i3.15162

Abstract

Tujuan Penelitian ini bertujuan untuk mengembangkan sistem informasi budaya berbasis website guna mendukung pelestarian dan promosi warisan budaya Minahasa di era digital. Desain/Metode/Pendekatan – Sistem ini dikembangkan menggunakan metode Waterfall yang terdiri dari tahapan analisis kebutuhan, perancangan sistem, implementasi, pengujian, dan pemeliharaan. Website dibangun dengan menggunakan PHP, MySQL, HTML, CSS, dan JavaScript, serta dilengkapi dengan panel admin untuk manajemen konten. Temuan/Hasil – Website yang dihasilkan berhasil menyajikan konten budaya Minahasa, termasuk musik tradisional, tarian daerah, dan upacara adat dalam format yang terstruktur, interaktif, dan mudah diakses. Sistem ini menyediakan fitur seperti halaman beranda dengan sorotan budaya, halaman tentang dengan visi dan misi, galeri, bagian berita, serta halaman kontak yang terintegrasi dengan Google Maps. Panel admin memungkinkan Dinas Pariwisata untuk mengelola konten budaya secara efektif. Kesimpulan – Sistem informasi budaya ini memfasilitasi pelestarian dan promosi budaya Minahasa secara digital. Sistem ini meningkatkan aksesibilitas publik terhadap pengetahuan budaya dan mendukung upaya pemerintah daerah dalam keberlanjutan budaya serta pengembangan pariwisata.
Penerapan Algoritma K-Means pada Sistem Pencarian Gambar E-Repository Prodi TI UNIMA Jibrael Muntuuntu; Glenn Maramis; Quido Kainde
REMIK: Riset dan E-Jurnal Manajemen Informatika Komputer Vol. 10 No. 1 (2026): Volume 10 Nomor 1 Januari 2026
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33395/remik.v10i1.15603

Abstract

Pengelolaan karya ilmiah di Program Studi Teknik Informatika Universitas Negeri Manado masih didominasi arsip fisik, menyebabkan aset visual penting seperti diagram dan flowchart sulit ditemukan. Penelitian ini bertujuan membangun sistem repositori digital cerdas yang mampu mengekstrak teks dari gambar menggunakan Optical Character Recognition (OCR) dan mengelompokkan dokumen menggunakan algoritma K-Means. Populasi dalam penelitian ini adalah seluruh dokumen skripsi yang tersimpan di repositori program studi. Teknik pengambilan sampel menggunakan purposive sampling untuk mengumpulkan dataset gambar diagram dan flowchart dari dokumen tahun 2020-2024 sebagai data uji. Metode penelitian menggunakan Agile Software Development dengan framework Laravel 12, Tesseract OCR, dan library PHP-ML. Hasil penelitian menunjukkan bahwa fitur pencarian berbasis gambar berhasil diimplementasikan, di mana sistem mampu mengekstrak teks dari gambar unggahan pengguna sebagai kata kunci pencarian. Selain itu, algoritma K-Means berhasil dijalankan sebagai proses backend untuk mengelompokkan dokumen ke dalam 10 klaster berdasarkan kemiripan teks, yang dibuktikan dengan terisinya kolom cluster_id pada basis data. Sistem ini berhasil mentransformasi repositori fisik menjadi sistem digital yang mampu mengindeks konten visual yang sebelumnya tidak terakses.
SIstem Informasi Surat Masuk Berbasis Web Audy Aldrian Kepan; Glenn D. P. Maramis; Elma Limbong Matasak
REMIK: Riset dan E-Jurnal Manajemen Informatika Komputer Vol. 10 No. 1 (2026): Volume 10 Nomor 1 Januari 2026
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33395/remik.v10i1.15660

Abstract

Tujuan dari penelitian ini adalah untuk mmenciptakan sistem informasi surat masuk yang dapat diakses melalui melalui internet dengan tujuan meningkatkan kinerja administrasi persurat di Badan Pusat Statistik (BPS) Kota Manado. selama ini, proses pencatatan surat masuk masih dilakukan secara manual menggunakan buku agenda. Hal ini menyebabkan sejumlah masalah, termasuk kemungkinan kehilangan data, duplikat catatan, kesalahan input, dan masalah dalam pencarian dan pelacakan disposisi. Studi ini menggunakan pendekatan penelitian dan pengembangan (R&D) dengan metode pengumpulan data melalui observasi langsung alur kerja persuratan, wawancara dengan staf administras, dan meninjau dokumen yang berkaitan dengan proses surat masuk. Analisis kebutuhan, perancangan, implementasi, dan pengujian adalah langkah-langkah yang termasuk dalam desain sistem menggunakan model pengembangan waterfall. Hasil penelitian menunjukkkan bahwa sistem yang dibagun memiliki kemampuan untuk mengotomatisasi proses pencatatan surat, pengunggahan dokumen digital,, manajemen disposisi, dan penyediaan laporan sarat masuk dalam waktu nyata. Semua fungsi berjalan sesuai kebutuahan pengguna, menurut pengujian sistem menggunakan blackbbox. Selain itu, ulasan pengguna yang dikumpulkan melalui kuesiuner menunjukkan kepuasan pengguna yang tinggi depan dengan kemudahan penggunaan, keecepatan akses ke data, dan ketepatan informasi. Oleh karena itu, sistem informasi surat masuk berbasis web ini dapat membantu pengelolaan persuratan BPS Kota Manado Menjadi lebih transparan, efisien, dan akurat.  
Aplikasi Buku Tamu Berbasis Web Menggunakan QR Code Yustin Sengga; Audy Aldrin Kenap; Glenn D.P Maramis
REMIK: Riset dan E-Jurnal Manajemen Informatika Komputer Vol. 10 No. 1 (2026): Volume 10 Nomor 1 Januari 2026
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33395/remik.v10i1.15661

Abstract

Kemajuan teknologi informasi telah membawa perubahan signifikan dalam pengelolaan administrasi dan layanan publik, termasuk pengelolaan data kunjungan tamu di instansi pemerintah. Badan Pusat Statistik (BPS) Kota Manado masih menggunakan sistem pencatatan manual yang berpotensi menimbulkan kesalahan input, ketidakefisienan, dan kesulitan dalam proses pelaporan serta pengarsipan data. Penelitian ini bertujuan untuk merancang dan membangun aplikasi buku tamu berbasis web menggunakan QR Code guna meningkatkan akurasi, efisiensi, dan keamanan data kunjungan tamu. Pengembangan sistem menggunakan metode waterfall, yang terdiri dari tahapan analisis kebutuhan, perancangan, implementasi, dan pengujian menggunakan metode Blackbox. Aplikasi memungkinkan tamu melakukan registrasi otomatis melalui pemindaian QR Code, sehingga data kunjungan tersimpan langsung ke dalam basis data tanpa input manual. Hasil implementasi menunjukkan bahwa sistem mampu mempercepat proses pendaftaran tamu, mengurangi kesalahan input, serta mendukung pengelolaan dan pelaporan data kunjungan secara digital melalui fitur ekspor Excel. Sistem ini dinilai efektif dalam menggantikan pencatatan manual dan mendukung digitalisasi administrasi di BPS Kota Manado. Aplikasi ini juga berpotensi dikembangkan lebih lanjut dengan integrasi sistem dan peningkatan fitur keamanan data.
Location Based Disaster Response Prioritization Using AHP and GIS: Prioritas Respon Bencana Berbasis Lokasi Menggunakan AHP dan GIS Audy A. Kenap; Abigail A. Raranta; Glenn D. P. Maramis
Academia Open Vol. 11 No. 1 (2026): June
Publisher : Universitas Muhammadiyah Sidoarjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21070/acopen.11.2026.13447

Abstract

This study addresses structured decision-making in regional disaster management. General Background: Effective disaster management requires rapid and systematic prioritization to allocate limited emergency resources appropriately. Specific Background: In Minahasa Regency, disaster response prioritization at the Regional Disaster Management Agency (BPBD) has largely relied on rapid assessment and personal judgment, without systematic integration of spatial factors such as accessibility, affected population distribution, and proximity to public facilities. Knowledge Gap: Previous approaches commonly applied Analytic Hierarchy Process (AHP) or Geographic Information Systems (GIS) separately, limiting operational integration between multicriteria decision analysis and spatial information. Aims: This study aims to design and implement a web-based decision support system that determines location-based disaster response priority levels using integrated AHP and GIS. Results: The system applies hierarchical modeling, pairwise comparison, and consistency testing to generate weighted priorities based on disaster severity, affected population, impacted area, accessibility, and escalation potential. Interactive mapping enables spatial visualization of incidents and produces systematic, measurable priority classification compared to subjective assessment. Novelty: This research integrates AHP weighting and spatial analysis within an operational web platform applicable to BPBD Minahasa Regency. Implications: The system offers a quantitative and transparent foundation for data-driven disaster response prioritization at regional and broader administrative levels. Highlights Web-based platform integrates multicriteria weighting with spatial mapping for emergency handling.• Hierarchical modeling generates measurable urgency classification from structured criteria.• Interactive geographic visualization supports transparent allocation of limited resources. Keywords:Analytic Hierarchy Process; Geographic Information Systems; Disaster Response Prioritization; Decision Support System; Location Based System
Implementation of Industrial Work Practice Model to Improve Student Competence at State Vocational School 1 Tombariri Lordy Frangky Karel; Efraim R. S. Moningkey; Glenn D.P Maramis; Parabelem Tinno Dolf Rompas
International Journal of Information Technology and Education Vol. 5 No. 2S (2026): Special Issue, April 2026
Publisher : JR Education

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

Abstract

This study aims to evaluate the implementation of industrial work practice (prakerin) in terms of: 1) context, which includes the objectives of the prakerin program, cooperation between DU/DI and schools based on the MoU, and the expectation that the implementation of prakerin is in accordance with the implementative curriculum; 2) input, which includes the readiness of participants, schools, and DU/DI in implementing prakerin, the absorption of provision materials from schools and DU/DI, and the realization of the implementation of the implementative curriculum; 3) process, which includes student monitoring and guidance, student involvement/participation, student cooperation and problem-solving skills; 4) product, which includes the improvement and mastery of competencies and certification of students after the implementation of prakerin. This study is an evaluation study with a quantitative descriptive approach. The evaluation model used is the CIPP (Context, Input, Process, Product) model evaluation developed by Stufflebeam. Respondents in this study consisted of a vice principal for public relations/head of the industrial work experience working group, 18 supervising teachers, 18 industrial supervisors from Minahasa Regency, Tomohon City, Manado City and 110 students participating in the industrial work experience in 2025. Data were collected through questionnaires, observations, interviews and documentation and analyzed descriptively. The results of the study showed that: (1) the context of implementing industrial work experience at SMK Negeri 1 Tombariri was appropriate, with an achievement percentage of 72.67% for student respondents, 48.06% for supervising teachers, and 46.17% for industrial work experience supervisors, however, in planning, compiling, and synchronizing competencies, it is necessary to involve industrial work experience elements, and the development of industrial work experience cooperation through an MoU has not been realized properly; (2) The input for the implementation of the internship has been appropriate, with an achievement percentage of 64.71% for student respondents, 47.89% for supervising teachers, and 45.39% for DU/DI mentors, but still requires participant readiness in terms of competency where the obstacles faced by students are more related to competency mastery and insufficient work readiness, therefore maximizing the time and material for provision is very necessary; (3) The process of implementing the internship has been appropriate, with an achievement percentage of 84.3% for student respondents, 74.39% for supervising teachers, and 72.22% for DU/DI mentors, but the less than optimal role and responsibility of the mentors causes communication regarding the development of student competencies to be less monitored; (4) The product of the implementation of the internship has been appropriate with an achievement percentage of 47.17% for student respondents, 31.17% for supervising teachers, and 28.72% for DU/DI mentors, this is shown by the changes that have occurred in students in terms of attitude, responsibility and increased competency.
BM25 Algorithm for Improving Academic Website Search Accuracy: Algoritma BM25 untuk Meningkatkan Akurasi Pencarian di Situs Web Akademik Glenn David Paulus Maramis; Marthasya Chantika Putri Ranti; Kristofel Santa
Indonesian Journal of Innovation Studies Vol. 27 No. 1 (2026): January
Publisher : Universitas Muhammadiyah Sidoarjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21070/ijins.v27i1.1799

Abstract

General Background: The increasing volume of digital information in academic environments requires search systems that can deliver accurate and relevant results. Specific Background: The Faculty of Engineering UNIMA website still relies on simple keyword matching, which often produces irrelevant outputs and reduces the effectiveness of information access. Knowledge Gap: Although the BM25 algorithm is widely recognized for its superior relevance scoring in information retrieval, its application in faculty-level academic portals remains limited. Aims: This study aims to implement the BM25 algorithm using Meilisearch integrated with Laravel and Filament to improve search relevance, speed, and data management efficiency. Results: The implemented system successfully ranks the most relevant documents at the top with response times measured in milliseconds, and automatic index synchronization ensures consistent and up-to-date search results. Novelty: This research presents one of the first BM25-based search implementations within an Indonesian faculty website, integrating Laravel, Meilisearch, and Filament into a cohesive architecture. Implications: The findings show that BM25 significantly enhances the quality of search services and user experience, providing a scalable model for academic institutions seeking effective information retrieval solutions. Highlights: Enhances search relevance and speed on a faculty academic website using BM25. Integrates Laravel, Meilisearch, and Filament into a unified, easy-to-manage system. Offers a scalable model for improving information access in higher education portals. Keywords: BM25, Information Retrieval, Meilisearch, Laravel, Academic Website
An Integrated AHP–TOPSIS Model to Enhance the Effectiveness of Disaster Logistics Distribution (Case Study: Regional Disaster Management Agency of Minahasa) Brandon Natanael Gerungan; Audy Aldrin Kenap; Glenn David Paulus Maramis
Journal of Innovation and Technology Polbeng Series on Informatics (INOVTEK Polbeng - Seri Informatika) Vol. 11 No. 2 (2026): May
Publisher : P3M Politeknik Negeri Bengkalis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35314/g19x8g95

Abstract

This study is motivated by the challenges faced by the Regional Disaster Management Agency (BPBD) of Minahasa Regency in determining the priority of disaster logistics distribution in a rapid, accurate, and objective manner under constraints of limited resources and time, where decisions often rely on manual processes that are susceptible to subjective bias. The objective of this study is to design and implement an integrated model of the Analytical Hierarchy Process and the Technique for Order Preference by Similarity to Ideal Solution as a Disaster Logistics Management Information System to support structured and measurable decision-making. The research method involves the development of an AHP–TOPSIS integration model, in which AHP is utilized to determine the weights of priority criteria, while TOPSIS is applied to generate a ranking of affected areas based on priority levels. The findings indicate that the integrated AHP–TOPSIS-based system enhances the objectivity and accuracy of logistics distribution decisions, making them data-driven and grounded in accountable mathematical calculations. The implementation results demonstrate that this approach effectively addresses the limitations of manual decision-making, producing consistent and accountable aid allocation decisions. In conclusion, the AHP–TOPSIS integration model serves as a significant strategic solution in improving the effectiveness, targeting accuracy, and efficiency of aid distribution processes at BPBD Minahasa. It is recommended that the application of this method be further developed by adapting it to the specific needs and geographical conditions of affected areas, as well as ensuring data accuracy to maintain the validity of priority analysis results..
Co-Authors Abigail A. Raranta Alfiansyah Hasibuan Amran Panjaitan Arsila Duaulu Audy Aldrian Kepan Audy Aldrin Kenap Brandon Natanael Gerungan Clara A. Tombi Mongan Cristiana V Pusung Efraim R. S. Moningkey Elma Limbong Matasak Elsayanti Pasalli’ Fajriyan Anthone Faldy Andreas Gosal Fernando H Sembel Frendy Rikal Gerung Gabrielle Richard Suwuh Gladly Caren Rorimpandey Grasella Pandey Jibrael Muntuuntu Karmel Daud Tambajong Kevin Mawuntu Kristofel Santa Lordy Frangky Karel Lorentza Claudia Rianti Peres Tawaa Maleke, Ferdinan Jufri Marthasya Chantika Putri Ranti Meisela Renata Ondang Mesiasi Anjelika Supit Muhammad Lukmansyah Sulaiman parabelem tinno dolf rompas Quido Conferti Kainde Rafael Revi Runtu Reonaldy Berikang Ricky Makalalag Rista Yuditia Ra'bang Ruth junia Sinaga Sandra Keren Lumanauw Silalahi, Rike Sondy Campvid Kumajas Syalomita Cinta Timothy David Jovani Sumual Yustin Sengga