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Sistemasi: Jurnal Sistem Informasi
ISSN 2302-8149 · Islamic University of Indragiri · 1.145 artikel di indeks
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Artikel Jurnal
Predict Airline Customer Satisfaction using a Machine Learning Model
Customer satisfaction is a strategic factor for the sustainability of airline businesses amid increasingly intense competition in the aviation industry. This study aims to predict airline customer satisfaction using an Artificial Neural Network (ANN) approach by leveraging a publicly available…
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Artikel Jurnal
Expert System for Mental Health Disordes in Women and Children based on Android using the Certainty Factor Method
This study focuses on the limited access to mental health services in Gorontalo and the social stigma surrounding mental health disorders, which discourages women and children from seeking help. The main problem addressed in this research is the management of mental health disorders, particularly…
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Artikel Jurnal
The Influence of Experience-Centric IT Governance on Digital Ethics Perception in Social Commerce
Social commerce is a rapidly growing new form of e-commerce that integrates social functions into digital buying and selling activities. However, studies explicitly examining the influence of Experience-Centric IT Governance (ECITG) approach on digital ethics perceptions are limited. This study…
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Artikel Jurnal
Novel Genre Classification based on Synopsis using the Random Forest Algorithm
Novel genre classification based on synopses presents a significant challenge in text processing, as each genre exhibits distinct lexical characteristics. This study evaluates the performance of the Random Forest algorithm in classifying novel genres under conditions of imbalanced data…
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Artikel Jurnal
Development of Android GIS Applications for Mapping Clean Water Sources in Natural Resource Management in Disaster-Affected Areas
This research was motivated by the post-disaster challenges faced by the people of Sarampad Village, Cugenang District, Cianjur Regency, after the 2022 earthquake, which severely damaged vital infrastructure and disrupted access to clean water. The lack of a systematic mapping system for clean…
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Artikel Jurnal
Implementation of a Hybrid Filtering Approach in a Website-based Football News Recommendation System
The rapid growth of football news on digital portals has made it increasingly difficult for users to find information that matches their interests. This study develops a web-based news recommendation system by combining Content-Based Filtering and Collaborative Filtering through a feature-level…
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Artikel Jurnal
Adaptive Traffic Signal System Utilizing YOLOv11 and Fuzzy Logic for Congestion Mitigation
The increasing number of vehicles in urban and suburban areas has led to traffic congestion, resulting in longer travel times, higher exhaust emissions, and an increased risk of accidents. Conventional fixed-time traffic signal systems often fail to respond dynamically to changing traffic…
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Artikel Jurnal
A Multimodal Deep Learning Framework for Amyotrophic Lateral Sclerosis Diagnosis using Clinical and Audio Morphology Features
Amyotrophic Lateral Sclerosis (ALS) is a highly progressive neurodegenerative disease that impairs motor and speech function. Conventional diagnostic methods, both invasive and non-invasive, are often time-consuming and produce limited sensitivity. This leads to delays in treatment and worsening…
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Artikel Jurnal
Design of an Augmented Reality Application to Improve Understanding of Spatial Structure in Elementary Schools
Mathematics learning, particularly three-dimensional geometry in elementary schools, often requires students to visualize images presented in textbooks in order to understand the material, which can make it difficult for them to absorb the concepts being taught. This challenge is further compounded…
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Building Transparent and Efficient Community Administration: Agile Development of a Neighborhood Information System at Kertamukti Sakti Residence
Community management in residential areas often relies on manual paper-based administration, leading to inefficiency, unclear financial records, data loss, and limited transparency, which undermine good governance and residents’ trust. This study aims to develop a web-based neighborhood (RT/RW)…
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Artikel Jurnal
AI-Driven Fraud Detection in Digital Banking: A Hybrid Approach using Deep Learning and Anomaly Detection
The rapid digital transformation in the banking sector has introduced new opportunities for efficiency and customer convenience but has also amplified the risks of financial fraud. Traditional fraud detection mechanisms, often reliant on static rule-based systems, struggle to keep pace with the…
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Artikel Jurnal
Detecting Muslim Students Mental Health with an Islamic Educational Approach using Machine Learning
Mental health among university students has become a major concern in higher education, particularly in the post-pandemic era, which has left students facing various academic, social, and psychological pressures. Unfortunately, efforts for early detection of mental health issues on campus remain…
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Artikel Jurnal
Implementation of Image Processing in Scanning KTP Data using Optical Character Recognition (OCR)
The Indonesian National Identity Card (Kartu Tanda Penduduk or KTP) serves as the primary identification document for Indonesian citizens in various administrative processes across both the public and private sectors. However, manual data entry of KTP information is still commonly practiced…
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Artikel Jurnal
Prototype of IoT-based Gas and Temperature Monitoring System for Genset Room with ESP8266
Generator rooms require strict environmental monitoring to ensure operational safety, as uncontrolled temperature and gas concentration conditions may pose risks of fire and workplace accidents. This study aims to develop an Internet of Things (IoT)–based generator room monitoring system capable of…
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Artikel Jurnal
Sentiment and Topic Analysis of Digital Community Application Gamer Reviews using SVM-LDA and CRISP-DM
Impatient behavior among gamers is often reflected in sharp and emotionally charged digital reviews, particularly in the use of community applications such as Discord. This study explores expressions of impatience through sentiment and topic analysis. By adopting the CRISP-DM framework, a total of…
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Artikel Jurnal
Optimization of the Linear Regression Algorithm using GridSearchCV for Rice Crop Production Prediction
Rice production in Central Java Province fluctuates annually, affecting food security and agricultural output distribution. Therefore, accurate prediction methods are essential to assist stakeholders in agricultural planning and strategic decision-making. This study applies the Linear Regression…
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Artikel Jurnal
Evaluation of IT Governance for the Inti Accounting System in Retail SMEs using COBIT 2019
The utilization of information technology (IT) in retail micro, small, and medium enterprises (SMEs) is essential for improving operational efficiency and service quality. However, limited resources and dependence on external vendors pose significant operational risks. Swalayan Pasar Pagi in Tegal…
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Artikel Jurnal
Systematic Review of the Use of the MIT-BIH Polysomnography Database for the Detection and Classification of Sleep Disorders
The MIT-BIH Polysomnography Database (SLPDB) is a widely adopted benchmark for the development of automated methods for sleep disorder detection and sleep stage classification. This study presents a Systematic Literature Review of 35 articles that utilize the SLPDB, examining research focus areas…
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Artikel Jurnal
Development of an Intelligent Platform for Drug and Food Interaction Analysis using a Combination of Fuzzy Logic and Certainty Factor
Interactions between drugs and food are a critical public health issue, as they can cause unwanted side effects or reduce the effectiveness of treatments. Unfortunately, awareness of these potential interactions among the Indonesian population remains low, while existing platforms generally focus…
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Artikel Jurnal
Implementation of User-Centered Design (UCD) in Developing a Mobile Attendance Application to Improve User Experience
The desktop- or web-based attendance system currently used by Sevenpion is considered to have suboptimal performance, particularly in terms of speed and user convenience. This limitation is primarily due to the system’s reliance on web browsers, internet connection stability, and a user interface…
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