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Jurnal Teknologi Informatika & Komputer
ISSN 2656-9957 · LPPM Universitas Mohammad Husni Thamrin · 455 artikel di indeks
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Artikel Jurnal
Zero-Day Attack Detection Using Autoencoder and XGBoost
Advances in information and communication technology have significantly impacted progress in various sectors, but they have also given rise to increasingly complex network security threats. Cyberattacks such as Distributed Denial of Service (DDoS), ransomware, and software vulnerability exploits…
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Artikel Jurnal
Application of Artificial Neural Network in Estimating Harvest Time of Lettuce and Spinach Plants in Nutrient Film Technique Hydroponic System
Hydroponic farming using the Nutrient Film Technique (NFT) system is widely implemented due to its efficiency in nutrient management and water use. Spinach and lettuce are leafy commodities widely cultivated using this system because they have a relatively short growth cycle and high economic…
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Artikel Jurnal
Application of Data Mining to Analyze Sales Patterns of Merchandise in MSMEs in Sait Buttu Saribu Tourism Village Using the Apriori Algorithm
The development of information technology in the era of globalization has brought significant changes to various aspects of life, including business and trade activities. Information is a crucial component in supporting fast, precise, and accurate decision-making, both at the operational and…
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Artikel Jurnal
Performance Evaluation of ARIMA, LSTM, and Hybrid ARIMA–LSTM Models for Daily Solar Energy Prediction in Bali
Solar energy is one of the most promising renewable energy sources in Indonesia, particularly in Bali, which has relatively high solar irradiance throughout the year. However, daily variability in solar radiation caused by weather conditions and atmospheric factors leads to fluctuations in solar…
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Artikel Jurnal
Comparative Analysis of Indihome and Starlink Network Performance at the Banda Aceh City Office Ookla
The availability of a fast, stable, and reliable internet network is a crucial factor in supporting office operational activities in the digital era. This study aims to analyze and compare the performance of the IndiHome and Starlink networks in the Banda Aceh City Office environment using the…
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Artikel Jurnal
IoT-Based Water Quality Monitoring System Using ESP32 with NSF-WQI Method on Various Water Sources
Water quality is an important indicator in maintaining environmental health and ecosystem sustainability. Direct water quality monitoring would be challenging for determining the quality of water sources. Therefore, it is necessary to design a real-time Water Quality Index (WQI) monitoring system…
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Artikel Jurnal
Analysis of IT Service Management at PT Bukit Asam Tbk using the ITIL V4 Framework
PT. Bukit Asam Tbk (PTBA) is a mining company that utilizes information technology to support its business. In practice, IT services play an important role in supporting business operations from production, security, to supply chains. These services are also subject to Incident s and problems such…
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Artikel Jurnal
Digital Business Model Development through the Implementation of a Smart Tuition Payment System
The tuition payment system is an essential component of school financial administration that supports educational operations. However, many schools still rely on manual or semi-digital payment processes, which often result in delayed transaction recording, data entry errors, and limited…
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Artikel Jurnal
Introduction to the Pasigala Website-Based Historical Site
History is one of the cultural heritages that holds significant value in shaping the identity of a nation. Historical sites serve as silent witnesses to the passage of time and store a wealth of valuable information about past civilizations, cultures, and events. This research aims to design and…
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Artikel Jurnal
Analysis of Tableau Dashboard Visualization for Efficiency and Accuracy in Industrial Decision Making
As data complexity increases, Tableau-based data visualization dashboards play an important role in simplifying information and improving understanding for decision makers. This study uses a mixed methods approach by combining quantitative data from 154 questionnaire respondents and qualitative…
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Artikel Jurnal
User Interface and User Experience Design for Character Development System Web Application at State Vocational School 56 Jakarta Based on Prototypes with The User Centered Design Method
In the digital era, information technology plays a crucial role in supporting various activities, including education. One increasingly developed technology implementation is a web-based student violation recording system. This system not only simplifies the process of recording and monitoring…
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Artikel Jurnal
Application of Transfer Learning Method on Convolutional Neural Network (CNN) to Identify Genuine and Fake Diplomas
The authenticity of diplomas plays a crucial role in maintaining the integrity of the education system and ensuring that recognized academic competencies align with an individual's actual achievements. Diplomas are not merely administrative documents, but strategic instruments in job recruitment…
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Artikel Jurnal
A Comparative Study of DenseNet-201 and Swin Transformer for Malignant and Benign Skin Lesion Classification
Skin cancer has a high global prevalence, underscoring the need for accurate and efficient early detection systems to support screening. This study presents a comparative analysis of DenseNet-201 and Swin Transformer for binary classification of malignant and benign skin lesions using the BCN20000…
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Artikel Jurnal
Zero Trust Network Architecture Design For Mid-Scale Organizations
The development of information technology, the adoption of cloud-based services, and the implementation of remote work patterns increase network security risks in medium-sized organizations. Traditional network security approaches that focus on the perimeter are considered no longer adequate in…
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Applying SEO Methods (On-Page and Off-Page) to Optimize the Ranking of the Top Herbal Atsiri Website
Search Engine Optimization (SEO) is an important strategy for improving website rankings in search engines. The website of PT. Unggul Herbal Atsiri, which operates in the herbal health product sector, still does not appear on the first page of Google search results even though it has used relevant…
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Artikel Jurnal
Comparison of Faster R-CNN and YOLO v12 on Passport Text Extraction Based on Optical Character Recognition
Current developments in information technology are driving the need for digitalization of official identity documents, including passports, to improve service efficiency and reduce reliance on manual processes. The digitalization of official identity documents such as passports still faces…
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Artikel Jurnal
Implementation of Information System and Software Quality Testing in Company Operational Applications Based on ISO/IEC 25010 (Case Study: PT Snapdev Digital Indonesia)
Implementation of information system quality testing is an important factor in supporting the effectiveness and efficiency of company operations. This study aims to implement an information system and conduct software quality testing based on the ISO/IEC 25010 standard at PT Snapdev Digital…
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Artikel Jurnal
YOLO in Suspicious Human Activity Recognition for Intelligent Environmental Security Systems: A Review
The rapid growth of intelligent environmental security systems has intensified the need for accurate and real-time suspicious human activity recognition. Computer vision techniques, particularly deep learning–based object detection models, have emerged as key enablers in addressing these…
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Artikel Jurnal
East Java Inflation Prediction Based on Exchange Rates and International Trade Using the ARIMAX Approach
East Java's macroeconomic stability is vulnerable to external shocks, particularly imported inflation, which impacts domestic price formation. This study aims to develop an inflation forecasting model using the AutoRegressive Integrated Moving Average with Exogenous Variables (ARIMAX) approach as…
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Artikel Jurnal
Multi-Sentence Contextual Modeling using Transformer Architecture for Arithmetic Operation Identification in Mathematical Word Problems
Mathematical word problems in Indonesian are generally presented as multi-sentence paragraphs, making the identification of arithmetic operations not solely dependent on recognizing numerical values, but also requiring an understanding of events and semantic relationships across sentences. This…