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Efektivitas Learning Management System terhadap Hasil Belajar Siswa SMP Plus Al Kaffah Firmansyah, Muhamad Dody; Guntara, Muhammad Arif; Siahaan, Mangapul
Technologia : Jurnal Ilmiah Vol 17, No 2 (2026): Technologia (April)
Publisher : Universitas Islam Kalimantan Muhammad Arsyad Al Banjari

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31602/tji.v17i2.22363

Abstract

Pembelajaran berbasis teknologi semakin menuntut penggunaan sistem yang mampu mendukung proses evaluasi secara terukur. Penelitian ini mengkaji pemanfaatan sistem manajemen pembelajaran dalam meningkatkan hasil belajar siswa melalui penerapan metode pretest dan posttest. Penelitian dilakukan dengan pendekatan kuantitatif menggunakan desain eksperimen satu kelompok pada siswa kelas VII SMP Plus Al Kaffah Batam. Tahapan penelitian meliputi pengukuran kemampuan awal siswa, pelaksanaan pembelajaran berbasis sistem manajemen pembelajaran, serta pengukuran hasil belajar setelah perlakuan diberikan. Data dianalisis secara statistik untuk melihat perbedaan capaian belajar sebelum dan sesudah pembelajaran. Temuan penelitian menunjukkan adanya peningkatan hasil belajar siswa setelah penerapan sistem manajemen pembelajaran, sehingga sistem tersebut berpotensi mendukung proses pembelajaran dan evaluasi hasil belajar di tingkat sekolah menengah pertama.
ANALISIS KEAMANAN SISTEM INFORMASI MENGGUNAKAN ALGORITMA SUPPORT VECTOR MACHINE TERHADAP PENGGUNA SHOPEE Muhamad Dody Firmansyah; Christopher Christopher; Mangapul Siahaan
TEKNIMEDIA: Teknologi Informasi dan Multimedia Vol. 7 No. 1 (2026): June 2026
Publisher : Badan Penelitian dan Pengabdian Masyarakat (BP2M) STMIK Syaikh Zainuddin NW Anjani

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46764/teknimedia.v7i1.344

Abstract

The expansion of e-commerce in Indonesia has made information system security a crucial concern, especially on sites like Shopee that see a lot of user activity and transaction volumes. Potential security hazards, such as account misuse, unauthorized access, and suspicious activity, are increased by the volume of online transactions. Therefore, in order to comprehend the elements linked to security threats based on user characteristics and behavioral patterns, an analytical approach is necessary. The purpose of this study is to apply machine learning to examine security risk tendencies among Shopee users. A standardized questionnaire addressing demographic factors, usage frequency, security awareness levels, and experiences with questionable activity was used to gather data from 101 active users. Data cleaning, label encoding, Min–Max normalization, and feature selection were among the steps in the data processing procedure. The classification model used was the Support Vector Machine (SVM) technique with a Radial Basis Function (RBF) kernel. The creation of a security risk analysis model based on user perceptions and behavioral aspects rather than system log or transactional data is what makes this study unique. By using non-technical indications as predictive factors in e-commerce platforms, this method provides an alternate viewpoint for spotting possible security threats.
EVALUASI UI/UX DARI APLIKASI IKMAS DENGAN MENGGUNAKAN METODE DESIGN THINKING DAN PENGUJIAN PENGGUNA Syifa Nur Islami; Muhamad Dody Firmansyah
Rabit : Jurnal Teknologi dan Sistem Informasi Univrab Vol 9 No 1 (2024): Januari
Publisher : LPPM Universitas Abdurrab

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36341/rabit.v9i1.4116

Abstract

Pondok Pesantren Modern Islam Assalaam introduced the IKMAS application to modernize the alumni system with around 10,000 graduates. However, the total downloads of this app only reached just over 1 million user downloads on the Google Play Store. Some reviews highlighted the app's lack of attractiveness and neatness, which made it inconvenient, especially due to inadequate navigation. Evaluating the interface design (UI) of the IKMAS app is an effort to improve the app's performance and user experience (UX). This research aims to align the interface design (UI) with user needs based on user experience (UX). The evaluation was conducted using design thinking method, with usability testing using System Usability Scale (SUS) and Single Ease Question (SEQ). The average result of testing with SUS that is considered good is ≥ 68. Before the design improvement, the average SUS score was 65. After UI/UX improvement with design thinking method, the average SUS value increased to 81.5 and SEQ reached 95%.
ANALISIS FAKTOR PENGARUH TERHADAP KEPERCAYAAN MANAJEMEN PENGGUNAAN BASIS DATA DALAM LAYANAN BISNIS UMKM DI INDONESIA: ANALYSIS OF INFLUENCE FACTORS ON MANAGEMENT TRUST IN USING DATABASES IN MSME BUSINESS SERVICES IN INDONESIA Muhamad Dody Firmansyah; Henry Yono Zhang
Rabit : Jurnal Teknologi dan Sistem Informasi Univrab Vol 10 No 1 (2025): Januari
Publisher : LPPM Universitas Abdurrab

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36341/rabit.v10i1.5634

Abstract

Management's trust in the use of databases in business services plays an important role in supporting the growth of MSMEs (Micro, Small and Medium Enterprises) in Indonesia. The aim of this research is to analyze the factors that influence management's trust in the use of databases in MSME business services in Indonesia. Factors reviewed include data security, reliability, reputation, integrity and openness. The problem faced in this research is the difficulty of building trust in the use of databases, especially their impact in an increasingly competitive business world. This research uses mixed methods consisting of quantitative and qualitative methods to obtain more comprehensive results. The total quantitative data obtained from the questionnaire amounted to 290 respondents and the qualitative data obtained from interviews amounted to 40 respondents. The data collection technique was carried out using the cluster random purposive sampling method. Data analysis was carried out using SPSS software to analyze the data relationship between the variables studied. The research results show that quantitatively data security, reliability, reputation and openness have a significant influence in increasing management trust, while integrity does not have a significant influence. Qualitatively, data security and reputation influence user trust, while reliability, integrity and openness do not show a significant influence. This research can provide important understanding for MSMEs in Indonesia that improving data security and reputation can increase management trust in the use of databases in business services. It is hoped that this research can help MSMEs optimize the use of technology to improve their business services.
Optimizing Prompt Engineering for AI-Based Logo Generation Using Response Surface Methodology Shermay; Syaeful Anas Aklani; Muhamad Dody Firmansyah
JURNAL TEKNOLOGI DAN OPEN SOURCE Vol. 8 No. 2 (2025): Jurnal Teknologi dan Open Source, December 2025
Publisher : Universitas Islam Kuantan Singingi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36378/jtos.v8i2.4959

Abstract

This research developed an optimized prompt engineering framework for AI-based logo generation using Response Surface Methodology (RSM) with Central Composite Design (CCD). Despite rapid AI adoption, users face challenges in communicating design intent effectively, leading to inconsistent outputs. This study systematically tested 47 prompt combinations across five variables: prompt clarity, detail level, thematic description, visual elements, and color specification. The optimization identified eight critical components forming a structured template: Main Design Focus, Detail Elements, Thematic Style, Primary Colors, Complementary Colors, Rewording, Layout Size, and Element Limit. Experimental validation with 30 graphic designers demonstrated substantial improvements over unstructured prompts: visual consistency increased from 65% to 87%, iteration efficiency improved by 48.5% (from 6.6 to 3.4 attempts), and user satisfaction rose from 58% to 82%. Both manual designers and AI-experienced users successfully applied the framework with comparable effectiveness. This research contributes a systematic, optimization-based approach to prompt engineering in creative AI applications and provides a practical framework enhancing accessibility for non-technical users while maintaining professional quality standards in logo desin.
Perancangan dan Implementasi Redesign Website di PT. Harmoni Properti Batam : indonesia Jed Wan WAN; Hendi Sama; Muhamad Dody Firmansyah
National Conference for Community Service Project (NaCosPro) Vol. 7 No. 01 (2025): The 7th National Conference for Community Service Project 2025
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat Universitas Internasional Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37253/nacospro.v7i01.10760

Abstract

The internal website of PT. Harmoni Properti Batam previously exhibited several deficiencies in its user interface (UI), which negatively affected the efficiency and comfort of the staff's daily operations. This project aimed to redesign the interface to create a more user-friendly system that enhances workflow effectiveness. The methods employed included observation, interviews, and technical documentation analysis, with the development process conducted by directly editing the source code using PHP Native, CSS, and Bootstrap. The results demonstrated that the new interface significantly improved readability, visual consistency, and navigation ease.
Perancangan dan Implementasi Website Company Profile untuk PT. Ng Tech Supplies Atnan Ari Anderson; Syaeful Anas Aklani; Muhamad Dody Firmansyah
National Conference for Community Service Project (NaCosPro) Vol. 7 No. 01 (2025): The 7th National Conference for Community Service Project 2025
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat Universitas Internasional Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37253/nacospro.v7i01.10881

Abstract

Kerja Praktik yang dilaksanakan di PT. Ng Tech Supplies bertujuan untuk merancang dan mengimplementasi website company profile guna untuk memperbaharui tampilan dan informasi website company profile terdahulu. Latar belakang pelaksanaan kegiatan ini adalah PT. Ng Tech Supplies memilki website profil perusahaan yang dapat diakses oleh public untuk mencari informasi terkait produk yang disediakan, akan tetapi informasi pada website PT Ng Tech Supplies sudah tidak di perbaharui sehingga memiliki informasi yang tidak relevan atau tidak akurat serta memililki desain yang kurang modern. Metode yang digunakan dalam kegiatan ini adalah Pelaksanaan kerja praktik ini mengacu pada model pengembangan sistem Rapid Application Development (RAD) menggunakan Wordpress. Hasil akhir dari kegiatan ini adalah perancangan dan implementasi website profil perusahaan yang meliputi beberapa halaman utama seperti Home, Product, Product Detail, About, dan Contact. Desain awal dikembangkan dalam bentuk template yang kemudian dimodifikasi mengikuti preferensi mitra. Evaluasi menunjukkan bahwa pembaharuan terhadap website mempercepat peforma website menjadi lebih baik melalui test lighthouse dan juga memiliki tampilan yang responsif serta lebih modern. Dengan demikian, kegiatan kerja praktik ini tidak hanya memberikan kontribusi nyata dalam bentuk sistem informasi yang bermanfaat bagi mitra, tetapi juga meningkatkan keterampilan teknis dan komunikasi profesional mahasiswa dalam dunia kerja nyata. Kata Kunci: Website Company Profile, Wordpress, Desain, Rapid Application Development (RAD).
Perancangan Foto Stok Edukatif di Sekolah Dasar Charitas Batam Hafizh akmal; Muhamad Dody Firmansyah; Mangapul Siahaan
National Conference for Community Service Project (NaCosPro) Vol. 7 No. 01 (2025): The 7th National Conference for Community Service Project 2025
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat Universitas Internasional Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37253/nacospro.v7i01.10886

Abstract

Di zaman sekarang, visual seperti foto sangat penting untuk membantu sekolah menunjukkan kegiatan dan suasana belajar mereka kepada masyarakat. SD Charitas Batam sebagai salah satu sekolah dasar yang aktif, memiliki banyak kegiatan positif yang sayangnya belum terdokumentasi dengan baik secara visual. Kegiatan ini dilakukan untuk membantu sekolah menghasilkan foto-foto edukatif yang menggambarkan aktivitas siswa, suasana belajar, serta interaksi antarwarga sekolah. Seluruh proses dilakukan dengan perencanaan dan pelaksanaan terarah, mulai dari observasi, sesi pengambilan gambar, hingga pengelolaan foto menjadi album digital. Hasil dari kegiatan ini berupa kumpulan foto yang bisa langsung digunakan untuk keperluan promosi, dokumentasi, maupun media sosial sekolah. Dengan adanya foto-foto ini, SD Charitas Batam dapat memperkuat citra sekolah dan lebih mudah menjangkau masyarakat secara positif dan profesional.
Perancangan dan Implementasi Video Profile Program Sarjana Sistem Informasi Jonathan Jonathan; Muhamad Dody Firmansyah; Sabariman Sabariman
National Conference for Community Service Project (NaCosPro) Vol. 7 No. 01 (2025): The 7th National Conference for Community Service Project 2025
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat Universitas Internasional Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37253/nacospro.v7i01.10907

Abstract

Program Studi Sistem Informasi Universitas Internasional Batam menghadapi kebutuhan untuk memperbarui media promosi digital yang representatif dan relevan. Dalam kegiatan Pengabdian Kepada Masyarakat (PKM) ini, dilakukan perancangan dan implementasi video profil program studi menggunakan metode Multimedia Development Life Cycle (MDLC) yang terdiri dari enam tahapan: Concept, Design, Material Collecting, Assembly, Testing, dan Distribution. Video berdurasi 10 menit lebih ini dirancang dengan pendekatan motion graphic untuk menampilkan informasi mengenai visi-misi, fasilitas, kegiatan akademik, dan prospek lulusan. Hasil akhir telah melalui evaluasi internal dan eksternal, serta dipublikasikan melalui kanal YouTube sebagai media promosi. Kegiatan ini juga menghasilkan dokumentasi teknis, laporan kerja praktik, serta peningkatan kompetensi mahasiswa dalam produksi multimedia. Luaran ini diharapkan dapat memperkuat citra program studi dan menjangkau audiens secara lebih luas melalui platform digital.
Perancangan dan Implementasi Konten Media Sosial di PT. Heshun Manajemen Indonesia : Design and Implementation of Social Media Content at PT. Heshun Manajemen Indonesia Junaidi Junaidi; Zulkarnain Zulkarnain; Muhamad Dody Firmansyah
National Conference for Community Service Project (NaCosPro) Vol. 7 No. 01 (2025): The 7th National Conference for Community Service Project 2025
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat Universitas Internasional Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37253/nacospro.v7i01.10999

Abstract

Kegiatan Pengabdian kepada Masyarakat (PkM) ini dilaksanakan di PT. Heshun Manajemen Indonesia, yang menaungi restoran Heshun Cuisine di Kota Batam. Mitra mengalami kendala dalam mengelola media sosial, terutama Instagram, sebagai sarana promosi digital. Konten yang diunggah masih bersifat sporadis, kurang menarik secara visual, serta belum mencerminkan karakter khas restoran. Untuk menjawab permasalahan ini, digunakan pendekatan Design Thinking yang menekankan proses kolaboratif dan berpusat pada kebutuhan mitra. Tahapan kegiatan mencakup observasi, perumusan masalah, pengembangan ide konten visual, pembuatan prototype, dan uji coba melalui masukan langsung dari mitra. Luaran dari kegiatan ini berupa desain konten visual seperti feed Instagram, story interaktif, poster promosi, dan banner digital yang siap digunakan. Selain memberikan hasil desain, kegiatan ini juga meningkatkan pemahaman mitra terhadap strategi komunikasi digital yang konsisten dan efektif. Dampak dari kegiatan ini terlihat pada peningkatan keterlibatan audiens serta penguatan citra merek restoran di platform digital.