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Jurnal Informatika & Teknologi Cerdas (JITC)
Published by Universitas Paramadina
ISSN : -     EISSN : 31097677     DOI : https://doi.org/10.51353/b2cvvm55
Core Subject : Science, Engineering,
Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering
Jurnal Informatika & Teknologi Cerdas (JITC) dikelola dan diterbitkan oleh Program Studi Teknik Informatika, Universitas Paramadina. Jurnal ini memuat artikel hasil penelitian di bidang ilmu komputer dan informatika, mencakup topik seperti pengembangan perangkat lunak, aplikasi multimedia, jaringan komputer, sistem cerdas, dan sistem informasi manajemen. JITC terbit dua kali dalam setahun, yaitu pada bulan Juni dan Desember.
Arjuna Subject : Ilmu Komputer (semua kategori) - Perangkat Lunak
Articles 10 Documents
 1 
State of the Art: Tantangan dan Pentingnya Standarisasi Keamanan IoT dalam Berbagai Implementasi Awal, Sutan Muhammad Sadam; Darwis, Muhammad
Jurnal Informatika & Teknologi Cerdas Vol 1 No 1 (2025): Jurnal Informatika dan Teknologi Cerdas (JITC)
Publisher : Program Studi Teknik Informatika Universitas Paramadina

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51353/f86b1r67

Abstract

Standarisasi keamanan data di lingkungan IoT telah menjadi isu utama dengan adopsi teknologi IoT yang cepat. Penelitian ini memberikan gambaran tentang pentingnya standarisasi keamanan informasi untuk melindungi perangkat dan data IoT. Dengan standar keamanan yang jelas dan teruji, pengembang dapat merancang perangkat IoT dengan langkah keamanan yang konsisten. Perusahaan mendapatkan benefit dari investasi keamanan. Selain itu, standardisasi juga memungkinkan interoperabilitas perangkat IoT dari vendor yang berbeda, mengurangi risiko serangan, melindungi privasi pengguna, dan meningkatkan kepercayaan pengguna terhadap teknologi IoT. Penelitian ini juga menyatakan bahwa meskipun standar keamanan IoT sudah ada, penelitian dan pengembangan masih diperlukan untuk mengatasi ancaman keamanan baru yang hadir seiring dengan kemajuan teknologi IoT.
Optimasi Pengelolaan Data Pencarian Fasilitas Ekspedisi Berbasis Otomasi dengan Pendekatan Framework Waterfall Yulyanti, Eva; Shindy Yuliyatini; Imelda, Imelda
Jurnal Informatika & Teknologi Cerdas Vol 1 No 1 (2025): Jurnal Informatika dan Teknologi Cerdas (JITC)
Publisher : Program Studi Teknik Informatika Universitas Paramadina

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51353/9gcnrp75

Abstract

Information technology (IT) has become an integral part of everyday life and plays an important role in various aspects of modern society. With the rapid development of technology, IT has changed the way individuals and organizations communicate, work, and interact. PT XYZ, as a company engaged in logistics, faces a challenge in managing expedition facility search data. This study aims to automate the management of expedition facility search data using the Waterfall framework. The stages in Waterfall include stages such as needs analysis, design, implementation, testing and maintenance. The waterfall method is helpful because it provides a structured, clear, and organized process for project completion.
Sistem Prediksi Kelulusan Ujian Sertifikasi IT Dengan Metode Waterfall Firmansyah, Maulana; Halim, Nuciko Abdul; Imelda, Imelda
Jurnal Informatika & Teknologi Cerdas Vol 1 No 1 (2025): Jurnal Informatika dan Teknologi Cerdas (JITC)
Publisher : Program Studi Teknik Informatika Universitas Paramadina

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51353/hthtfb09

Abstract

This study aims to develop a prediction system for IT certification exam success to boost candidates' confidence and identify participants who require additional training at PT Brainmatics. The main issue is how to effectively utilize historical data to produce accurate predictions and support less confident participants in better preparing for the exam. The study employs the Waterfall method due to its systematic and structured approach. The prediction system utilizes variables such as educational background, work experience, and previous test results. The development stages include needs analysis, system design, implementation, testing, and maintenance. The results show that the system provides accurate predictions with a high degree of reliability. This system assists PT Brainmatics training institutions in identifying participants who need additional support and improving the quality of IT training and certification exams
Keamanan Data dalam Penggunaan IoT untuk Menghimpun dan Mengelola Big Data syahla, Syahla Nadya Putri Syabrina
Jurnal Informatika & Teknologi Cerdas Vol 1 No 1 (2025): Jurnal Informatika dan Teknologi Cerdas (JITC)
Publisher : Program Studi Teknik Informatika Universitas Paramadina

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51353/byaz2867

Abstract

In the era of rapid information system growth, the utilization of the Internet of Things (IoT) and Big Data has become a primary focus for modern companies. IoT devices, which are connected to the internet, play a crucial role in collecting, transmitting, and processing data from various sources. Meanwhile, Big Data describes large and diverse datasets that, if properly leveraged, can provide numerous benefits. However, with the increasing use of IoT and Big Data, the protection of information security becomes increasingly important. The aim of this study is to analyze the main challenges in data security related to the use of IoT for managing Big Data. The research method involves a literature review of various relevant national and international journal articles. The results indicate that the main challenges include extensive data collection, data security, individual identification, user control, and third-party data access. Therefore, a balanced integration of IoT technology, Big Data, and data security practices is key to ensuring business success and sustainability in this digital era.
Critical Analysis of Technological Intervention in the Humanitarian Crisis of Sudan and the UN Agencies Resistance Rabbani, Humaira Surya
Jurnal Informatika & Teknologi Cerdas Vol 1 No 1 (2025): Jurnal Informatika dan Teknologi Cerdas (JITC)
Publisher : Program Studi Teknik Informatika Universitas Paramadina

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51353/k5aefc22

Abstract

Sudan is a country that has been described by the UN as the worst humanitarian crisis in 2024. Technology became the tool for the human rights violations by the conflicting parties and gun for UN agencies working in Sudan to entangle the social disaster and food security by providing short term and long-term actions and solutions in many fields. The data collection in this paper was carried out using history and data analysis. The limitation of this study paper was the absence of a chance for the researcher to go directly to Sudan to get first-hand data. All data will likely be checked into reliable sources. From the results analysis data in the paper, it can be concluded that technological intervention in the human crisis has contributed and succeeded in many positive ways to being the last platform for the victims and on the contrary, being abused, and failed to open the Sudanese issue to the international community.
Internet of Things (IoT) sebagai Solusi Ketahanan Pangan di Tengah Bencana Sosial Maulidia, Syaqilla; Camila, Naina
Jurnal Informatika & Teknologi Cerdas Vol 1 No 2 (2025): Jurnal Informatika & Teknologi Cerdas (JITC)
Publisher : Program Studi Teknik Informatika Universitas Paramadina

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51353/szgd3w16

Abstract

Food security in Indonesia faces various challenges, including climate change, population growth, and potential social disasters such as conflict or unequal food distribution. The utilization of the Internet of Things (IoT) is an alternative solution to support national food security. This paper aims to examine the role of IoT in improving agricultural efficiency to prevent crises and social disasters due to food scarcity. The method used is a literature study from various relevant sources. The results show that IoT can assist in land monitoring, automatic irrigation, weather prediction, and pest and disease detection. This technology increases productivity and makes food distribution more equitable. In conclusion, the implementation of IoT in the agricultural sector has the potential to prevent the impact of social disasters by strengthening food security through a smarter system.
Beyond the Screen: Transformasi Pembelajaran Anak Usia Dini Melalui Virtual Reality Sonia, Della Rizki
Jurnal Informatika & Teknologi Cerdas Vol 1 No 2 (2025): Jurnal Informatika & Teknologi Cerdas (JITC)
Publisher : Program Studi Teknik Informatika Universitas Paramadina

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51353/61zpx874

Abstract

In a time of swift technological progress, traditional learning methods are transitioning to more engaging and interactive digital formats. The early years of life represent a vital phase in human growth, which makes the selection of effective teaching strategies essential for fostering lasting learning achievements. This research seeks to investigate the application of Virtual Reality (VR) technology as a pedagogical resource to boost digital skills and involvement among preschool-aged children. The approach taken comprises a review of existing literature paired with initial observations utilizing a basic 3D VR educational game model. Preliminary findings suggest that the incorporation of VR can enhance children's concentration, creativity, and involvement in their educational experience. The research concludes that Virtual Reality has the potential to serve as a groundbreaking option for reshaping early childhood education, particularly in the presentation of visual and hands-on learning resources. This research supports the progress toward Sustainable Development Goals (SDGs) 4 and 9.
Virtual Reality sebagai Media Pembelajaran Interaktif pada Materi Tata Surya: Solusi Edukasi Modern di Era Pendidikan 5.0 Rohmah, Labibah; Shahhilina, Dina Surya; Wijaya, Danar Putra
Jurnal Informatika & Teknologi Cerdas Vol 1 No 2 (2025): Jurnal Informatika & Teknologi Cerdas (JITC)
Publisher : Program Studi Teknik Informatika Universitas Paramadina

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51353/7pgv7h70

Abstract

This research uses the literature study method to examine the utilization of Virtual Reality (VR) technology as an interactive learning media on solar system material in the context of the Education 5.0 era. Data were collected from Google Scholar and SINTA database with a focus on scientific journals and proceedings in the last five years. The literature selection process was carried out through abstract analysis, methods, and conclusions to ensure the relevance and accuracy of the information. The results of the study show that VR is able to present three-dimensional visualizations that are immersive and interactive, thus increasing the engagement and effectiveness of learning solar system material significantly compared to conventional methods. The use of VR as a modern educational solution not only facilitates understanding of complex concepts, but also increases student motivation and learning experience. The implementation of VR in learning solar system material requires the support of special devices such as devices with gyroscope features or VR boxes to be optimally used in an adaptive and innovative educational environment. Keywords: Virtual Reality, Interactive Learning Media, Solar System Material, 5.0 Education, Learning Effectiveness.
KNNDT Analisis Perbandingan Kinerja Model K-Nearest Neighbors dan Decision Tree untuk Prediksi Pengeluaran Nasabah Shindy Yuliyatini; Olga Pangaribuan, Via; Nuur Bachtiar, Adnan
Jurnal Informatika & Teknologi Cerdas Vol 1 No 2 (2025): Jurnal Informatika & Teknologi Cerdas (JITC)
Publisher : Program Studi Teknik Informatika Universitas Paramadina

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51353/sy3myf10

Abstract

Customer expenditure prediction is a crucial aspect of financial data analysis, helping banking institutions better understand consumer behavior. This study compares the performance of two machine learning algorithms, K-Nearest Neighbors (KNN) and Decision Tree, in predicting customer expenditures. The dataset used consists of 2,567 transaction records from a single customer at Bank BCA. The performance of both models is evaluated using three key metrics: Mean Absolute Error (MAE), Mean Squared Error (MSE), and Root Mean Squared Error (RMSE). The results show that the KNN algorithm outperforms the Decision Tree by producing lower prediction errors across all evaluation metrics, making it more effective for this predictive task.
Analisis Penyederhanaan Verifikasi Pembayaran Donasi di Yayasan GNOTA Berbasis Sistem Otomatis Xendit Surya, Catherine; Catherine; Syahrani Agustina; Anisa Salsabila Aprisa; Alfonsa Metafani Yaneke Massi; Ego Umarella Tofani
Jurnal Informatika & Teknologi Cerdas Vol 1 No 2 (2025): Jurnal Informatika & Teknologi Cerdas (JITC)
Publisher : Program Studi Teknik Informatika Universitas Paramadina

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51353/ky3k4349

Abstract

serve as the primary foundations for maintaining public trust in non-profit organizations. However, Yayasan Gerakan Nasional Orang Tua Asuh (GNOTA) currently faces significant challenges in managing fund receipts due to a manual donation verification process that necessitates the uploading of transfer proofs and visual reconciliation. This mechanism is deemed inefficient and vulnerable to recording errors (human error), manipulation risks, and confirmation delays. Consequently, this study aims to modernize this workflow by designing an automated payment verification system integrated with a third-party Payment Gateway, Xendit. The research utilizes a UML approach, encompassing Use Case Diagrams, Activity Diagrams, and Class Diagrams, to visualize the system architecture. The design results demonstrate that the proposed solution, which adopts the STP concept utilizing Virtual Account features, Dynamic QRIS, and Webhook technology, successfully transforms the transaction model into a "select-pay-complete" flow and updates payment status in real-time without manual intervention. In conclusion, the integration of this automated system proves effective in streamlining verification bureaucracy, ensuring financial data validity, and providing an instant donation experience, which is expected to enhance operational cost efficiency and strengthen Yayasan GNOTA's credibility in the digital economy era.

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