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Jurnal Teknologi Informasi dan Multimedia
Published by Puslitbang Sekawan Institute Nusa Tenggara
ISSN : 27152529     EISSN : 26849151     DOI : https://doi.org/10.35746/jtim.v2i1
Core Subject : Science,
Computer Science & IT
Cakupan dan ruang lingkup JTIM terdiri dari Databases System, Data Mining/Web Mining, Datawarehouse, Artificial Integelence, Business Integelence, Cloud & Grid Computing, Decision Support System, Human Computer & Interaction, Mobile Computing & Application, E-System, Machine Learning, Deep Learning, Information Retrievel (IR), Computer Network & Security, Multimedia System, Sistem Informasi, Sistem Informasi Geografis (GIS), Sistem Informasi Akuntansi, Database Security, Network Security, Fuzzy Logic, Expert System, Image Processing, Computer Graphic, Computer Vision, Semantic Web, Animation dan lainnya yang serumpun dengan Teknologi Informasi dan Multimedia.
Arjuna Subject : -
Articles 355 Documents
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Sistem Pendukung Keputusan Pemilihan Aplikasi Ojek Online Terbaik Menggunakan Metode Hybrid AHP–MOORA Berbasis Kriteria Dinamis dan Preferensi Pengemudi Nur Hamida Siregar; Fahmi Fachri
Jurnal Teknologi Informasi dan Multimedia Vol. 8 No. 3 (2026): August
Publisher : Sekawan Institut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35746/jtim.v8i3.1036

Abstract

The rapid advancement of digital technology today is having an impact on various aspects of life. One of these aspects is transportation. Tech-based startups have emerged and are competing fiercely through various means, such as offering promotions or providing the best services for both users and drivers. The emergence of online motorbike taxi applications (ojol) has provided drivers with many options but has also created a problem: choosing the best application to use. Ojol applications have their pros and cons, such as differences in daily earnings, the number of or-ders, application commissions, bonuses, and driver satisfaction. Furthermore, conditions on the ground are dynamic, and these factors can change at any time depending on the region, time, and company policies. Given these challenges, drivers need a decision support system (DSS) to help them choose the best motorbike taxi applications for optimal decision-making so they can make optimal decisions. The research involved 30 drivers (respondents). It was conducted using a quan-titative method with a DSS approach that combined the AHP and MOORA methods. The AHP method was used to determine the weights of the criteria based on their level of importance. The MOORA method was applied to rank the alternatives. The results of the study, which used the AHP-MOORA hybrid method, show that Gojek ranks first among the recommended motorbike taxi applications that drivers can choose from, with the highest Yi value of 0.434975.. It is hoped that based on existing mathematical analysis, drivers can determine the best and most optimal de-cisions from several alternative motorbike taxi applications.
Analisis Performansi Media Penyimpanan Data IP Camera Menggunakan Metode PPDIOO Ayu Vidiya Wati; I Putu Hariyadi; Lalu Zazuli Azhar Mardedi
Jurnal Teknologi Informasi dan Multimedia Vol. 8 No. 3 (2026): August
Publisher : Sekawan Institut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35746/jtim.v8i3.1046

Abstract

Closed-Circuit Television (CCTV) systems operating continuously for 24 hours generate large volumes of video data, requiring storage media that provide stable performance and high reliabil-ity under continuous workloads. Although dedicated CCTV hard disk drives (HDDs) are widely deployed in surveillance systems, studies that directly compare their performance with standard Personal Computer (PC) HDDs in Internet Protocol (IP) Camera-based surveillance environments remain limited. This study aims to analyze and compare the performance of these two storage media using the Prepare, Plan, Design, Implement, Operate, and Optimize (PPDIOO) methodology. The experimental setup consisted of 10 Hikvision IP cameras with 1080p resolution connected to a Network Video Recorder (NVR). Performance evaluation was conducted based on sequential write speed, recording stability, frame drops, operating temperature, and storage capacity utilization. Testing was performed using CrystalDiskMark, iVMS-4200, Hik-Connect, and Hard Disk Senti-nel. The results demonstrate that the dedicated CCTV HDD provides more stable performance than the standard PC HDD. The CCTV HDD achieved a sequential write speed of 206.67–207.00 MB/s, while the PC HDD reached 205.10–205.85 MB/s. During continuous recording, the CCTV HDD ex-perienced only one dropped frame, whereas the PC HDD recorded approximately four to six dropped frames. In addition, the CCTV HDD maintained a more stable operating temperature throughout the 24-hour recording period. Storage capacity analysis indicated that a surveillance system with 10 cameras operating at a bitrate of 4 Mbps requires approximately 422 GB of stor-age per day or 11.6 TB for one month. The main contribution of this study is a comprehensive per-formance evaluation of dedicated CCTV storage compared with conventional PC HDDs, providing practical recommendations for selecting reliable storage media in IP Camera-based surveillance systems.
Implementation Anti-Fraud Security on Smart Campus Attendance System Using Face Recognition Liveness Detection and Anti-Fake GPS Geofencing Azral Satrani; Tanwir Tanwir; Dading Oktaviadi Resminanta; Muhammad Maulana; Kartarina Augustin; Gede Yogi Pratama
Jurnal Teknologi Informasi dan Multimedia Vol. 8 No. 3 (2026): August
Publisher : Sekawan Institut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35746/jtim.v8i3.1057

Abstract

In the digital era, the fingerprint-based attendance system used by University of Bumigora where considered ineffective and inefficient due to hygiene issues, physical vulnerability, the risk of for-gery, and slow processing speed during peak hours. In addition, as the digital attendance system develops, new challenges arise in the form of biometric data manipulation through presentation attacks (photos/videos/masks) and location manipulation using fake GPS applications. This dual vulnerability is a critical issue that can damage data integrity and the governance of educational institutions. To address these issues, this study proposes the design and development of a Smart Campus attendance system that integrates two anti-fraud security mechanisms, namely Face Recognition liveness  detection and Anti-Fake GPS Geofencing. Liveness Detection technology functions to detect real-life signs to distinguish real faces from fake representations, while An-ti-Fake GPS validates the signal consistency and physicality of users within a predetermined campus geographic radius (geofence). This system was developed using Agile methods to ensure adaptive and structured development. From a technological perspective, this system integrates the Vue JS framework in the user interface (UI) due to its robust performance, and the Laravel frame-work in the backend due to its advantages in Model-View-Controller (MVC) architecture, security, and high scalability. Through this approach, the study aims to evaluate the effectiveness of a lay-ered anti-fraud mechanism in preventing fraud and measure improvements in administrative effi-ciency compared to conventional fingerprint systems.
Aplikasi Media Pembelajaran Pendidikan Pancasila Kelas 1 SD Berbasis Android Fikri Sahira Al-Mahdi; Sigit Sugiyanto; Tito Pinandita; Feri Wibowo
Jurnal Teknologi Informasi dan Multimedia Vol. 8 No. 3 (2026): August
Publisher : Sekawan Institut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35746/jtim.v8i3.1060

Abstract

The learning process of Pancasila Education in elementary schools requires learning media that can improve students’ engagement and learning interest. This study aims to develop an An-droid-based learning media application for first-grade elementary school Pancasila Education as an interactive learning medium. The development method used in this study is Multimedia Devel-opment Life Cycle (MDLC), which consists of concept, design, material collecting, assembly, test-ing, and distribution stages. The developed application provides learning materials, interactive drag-and-drop quizzes, and multiple-choice tests. System testing was conducted using the black box method to ensure that all application features function properly. In addition, usability testing involved 18 students using the System Usability Scale (SUS) instrument and obtained an average score of 79,17, which is included in the "Acceptable" category with a "Good" adjective rating. The results indicate that the application is easy to use, attractive, and helpful in supporting students’ learning process. Therefore, the developed application can be used as an interactive learning me-dium for Pancasila Education in elementary schools.
Rancang Bangun Sistem Informasi Monitoring Satuan Pelayanan Pemenuhan Gizi Berbasis Digital Checklist Fahar Abdul Aziz; Suendri Suendri
Jurnal Teknologi Informasi dan Multimedia Vol. 8 No. 3 (2026): August
Publisher : Sekawan Institut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35746/jtim.v8i3.1074

Abstract

This study aims to develop a digital checklist-based operational activity monitoring information system at the Nutrition Fulfillment Service Unit (SPPG). The problem faced is that the monitoring process is still conducted manually using paper-based forms, resulting in unstructured records, difficulty in retrieving historical data, and time-consuming manual reporting. The research method used is Research and Development (R&D), with the system development method using Rapid Application Development (RAD). The research stages include problem identification, data collection through observation, interviews, and literature studies, system design, development, and system implementation. The results of this study are a web-based monitoring information system comprising 43 checklist items across three inspection categories (personal protective equipment, kitchen hygiene, and food ingredient preparation), six main modules, and eight user roles managed through Role-Based Access Control (RBAC). Compared to the previous condition, this system transforms the recording process from manual paper-based to digital, changes data storage from previously difficult-to-retrieve records to automatically documented data, and replaces the manu-al reporting process with automated PDF report generation. Functional testing using the black-box testing method across 8 test scenarios yielded a 100% success rate, confirming that all modules operate in accordance with the designed specifications.
Pengembangan Aplikasi Pengelolaan Skripsi di Perguruan Tinggi Berbasis Web: Studi Kasus Politeknik Negeri Jakarta Anggi Mardiyono; Fachroni Arbi Murad; Bagas Rizkiyanto
Jurnal Teknologi Informasi dan Multimedia Vol. 8 No. 3 (2026): August
Publisher : Sekawan Institut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35746/jtim.v8i3.941

Abstract

This paper discusses the design and development of a web-based final project (thesis) management application using the Laravel framework for the Informatics and Computer Engineering Depart-ment at Jakarta State Polytechnic. The manual thesis management process causes time inefficiency and document issues, so this application supports all stages of student final project submissions, from title proposals, supervisor assignments, logbook recording, proposal seminars, thesis exam-inations, revisions, to the submission form for equipment handover or final project results from students. The application is designed for 7 user types (admin, committee chair, committee, chief examiner, examiner, supervisor, and students) with main features such as dashboard monitoring, student/lecturer data management, and submissions for various thesis processes. Application de-velopment uses the Prototyping method. Application testing employs Blackbox testing (positive and negative cases) and System Usability Scale (SUS). The application has been successfully im-plemented and tested with users, yielding SUS evaluation results with an average score of 84.375 (grade A, excellent). The obtained score indicates that the application is proven effective in mini-mizing paper usage and facilitating digital monitoring of the thesis process.
Sistem Pendukung Keputusan untuk Rekomendasi Pemilihan Program Studi di Universitas Bima Internasional MFH Berbasis Website Ahmad Ryadussholihin Syafi’i; M. Dermawan Mulyodiputro; Asmaul Husna RS; Sirajunnasihin Sirajunnasihin; Mindi Richia Putri
Jurnal Teknologi Informasi dan Multimedia Vol. 8 No. 3 (2026): August
Publisher : Sekawan Institut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35746/jtim.v8i3.1023

Abstract

The selection of a study program during the new student admission stage is a high-stakes decision because it affects the alignment of interests and abilities, academic adaptation, and career direc-tion. At Bima International University MFH, internal academic data for the 2023/2024 academic year indicate that approximately 15-20% of students showed early signs of study-program mis-match within the first two semesters, including lower GPA achievement, requests to transfer pro-grams, and study delays of about one to two semesters. This research develops a web-based Deci-sion Support System (DSS) for study-program recommendations using the Simple Additive Weighting (SAW) method. The system was developed using a Research and Development (R&D) approach operationalized through the Waterfall model, covering requirements analysis, system design, implementation, functional testing, calculation validation, and usability evaluation. User trials involved 40 students consisting of 20 science-track and 20 social-science-track respondents. The results show an overall recommendation agreement of 82.5%, with 85% agreement in the sci-ence group and 80% in the social-science group. Functional testing was conducted by an independ-ent student testing team, and usability evaluation using the System Usability Scale (SUS) obtained a final score of 75.35, which falls into the Good category. These findings indicate that the proposed DSS can support prospective students and academic services by providing structured, traceable, and accountable study-program recommendations.
Implementasi Hybrid Augmented Reality Target-Based dan Markerless untuk Edukasi Kesehatan Gigi pada Android R Reza El Akbar; Ghiyats Alyasa; Eka Wahyu Hidayat
Jurnal Teknologi Informasi dan Multimedia Vol. 8 No. 3 (2026): August
Publisher : Sekawan Institut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35746/jtim.v8i3.1065

Abstract

This study aims to develop an Android-based "Dental AR" application as a dental and oral health education medium using model-target tracking and markerless ground-plane tracking. The application development was carried out using the Multimedia Development Life Cycle method which includes the stages of concept, design, material collecting, assembly, testing, and distribution. Application evaluation included functionality testing using black-box testing with equivalence partitioning techniques, device performance testing, assessment by material experts, and usability testing using the System Usability Scale on 46 respondents. The test results showed that all main functions ran according to design. Performance testing produced an average of 52.2 FPS with a smoothness level of 98.8%. The assessment by material experts resulted in a feasibility percentage of 95.6%, while the SUS test obtained an average score of 78.26 which is included in the acceptable category. These results indicate that the application can be used as a dental and oral health education medium with a good level of user acceptance. Further research is needed to measure the effectiveness of the application in increasing user knowledge and evaluate the robustness of tracking in various environmental conditions.
Rancang Bangun Sistem Presensi Pegawai Berbasis Face Recognition Menggunakan Algoritma Deep Learning (Studi Kasus: Kantor Desa Lingkok Berenge) Riska Niswati Hasanah; Akbar Juliansyah; Jarir Jarir; Indriaturrahmi Indriaturrahmi
Jurnal Teknologi Informasi dan Multimedia Vol. 8 No. 3 (2026): August
Publisher : Sekawan Institut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35746/jtim.v8i3.1073

Abstract

Employee attendance is an important aspect in village office personnel administration because it is related to discipline, attendance data management, and the preparation of administrative reports. However, the conventional attendance system at the Lingkok Berenge Village Office causes the re-capitulation process to be slow, prone to recording errors, and still allows for the practice of leaving attendance. This study aims to design, implement, and evaluate a face recognition-based employee attendance system to improve identification accuracy and support the digitalization of attendance administration. The developed system, SIMADES-FACE, was built using CodeIgniter 3, PHP, and MySQL and applies a face descriptor-based face recognition method using face-api.js run-ning on TensorFlow.js, with the process of face detection, feature extraction, and matching de-scriptors to biometric data stored in the database. The study used a Research and Development (R&D) method with a quantitative descriptive approach. System evaluation was carried out through black-box testing, measuring facial recognition accuracy, False Acceptance Rate (FAR), False Rejection Rate (FRR), and detection time. The test results showed an accuracy rate of 93.33% from 180 trials, a FAR value of 0%, an FRR of 6.67%, and an average detection time of 2.26 seconds. These results indicate that SIMADES-FACE is able to support the employee attendance process more accurately, efficiently, and digitally documented.
Analisis Komparatif Metode Interpolasi Bicubic dan Lanczos4 Untuk Peningkatan Resolusi Citra Plat Nomor Kendaraan pada CCTV Publik Kota Yogyakarta Rifai Ahmad Musthofa; Imam Ainudin Pirmansah; Dhimas Adi Satria
Jurnal Teknologi Informasi dan Multimedia Vol. 8 No. 3 (2026): August
Publisher : Sekawan Institut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35746/jtim.v8i3.1097

Abstract

Public CCTV image quality in Yogyakarta's tourism areas often suffers from low resolution, complicating automatic vehicle license plate identification. This study contributes an empirical comparative evaluation of classic interpolation methods (Bicubic Interpolation and Lanczos4 In-terpolation) applied to real-world public CCTV traffic scenarios. High-Resolution (HR) reference images were downsampled by 4x to simulate low-resolution (LR) CCTV footage, then upscaled back using both methods. Performance was quantitatively measured using Peak Signal-to-Noise Ratio (PSNR) and Structural Similarity Index (SSIM). Experimental results on 10 sample images show that Bicubic Interpolation achieves a slightly higher average performance (PSNR 19.47 dB and SSIM 0.5325) compared to Lanczos4 (PSNR 19.25 dB and SSIM 0.5128). However, qualitative visual analysis confirms that Lanczos4 produces sharper character edges. Nevertheless, as this qualitative enhancement has not been quantitatively validated through Optical Character Recognition (OCR) testing or statistical analysis, these conventional interpolation methods serve pri-marily as preliminary preprocessing steps for potential integration into automatic recognition systems.

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