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Artikel Jurnal
Design and Verification of a Dual Mode Smart Pet Feeder Using Boolean Logic Control
Irregular feeding schedules and inaccurate portioning are persistent contributors to obesity and related health risks in companion animals, especially when owners have limited time to supervise daily routines. Recent studies report high prevalence of feline and canine obesity and highlight that…
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Deep Learning Based Web Application for Cardiovascular Abnormality Detection via Heart Sound Analysis Pekanbaru
Cardiovascular diseases remain a leading contributor to global mortality and early identification is essential for timely intervention. Conventional auscultation is inexpensive but subjective and depends on clinical expertise. This study proposes a deep learning based web application that…
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Artikel Jurnal
Evaluating University Students’ Acceptance of ChatGPT Using UTAUT2: Evidence from an Indonesian Computer Science Faculty
This study examines determinants of students’ behavioural intention to use ChatGPT in higher education by applying the Unified Theory of Acceptance and Use of Technology 2 (UTAUT2) within an Indonesian computer science faculty. A cross sectional survey was administered to 100 undergraduate…
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Artikel Jurnal
Dimensionality Reduction and Clustering of Global Large Enterprise Data Using PCA, UMAP, and Gaussian Mixture Models
In the modern business landscape, large corporations generate high dimensional datasets that combine financial, operational, and market indicators, often producing complex and partially overlapping structures that are difficult to interpret in the original feature space. This study benchmarks…
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Artikel Jurnal
Random Forest Based Traffic Congestion Classification in Pekanbaru, Indonesia
Traffic congestion in Pekanbaru has become a critical urban challenge due to rapid growth in vehicle volume that is not matched by corresponding road capacity expansion. This study aims to develop a classification model that categorizes traffic congestion levels using original operational data…
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Artikel Jurnal
Sentiment Analysis of Teacher Bullying Discourse in Indonesia Using Naive Bayes, Support Vector Machines, and Random Forest
Bullying against teachers on social media has become an increasingly discussed issue, particularly on the X platform. This study aims to analyze public sentiment toward teacher bullying in Indonesia using a machine learning approach. Three classification methods are employed, namely Naive Bayes…
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Artikel Jurnal
Optimization of LSTM and GRU Deep Learning Models for Tidal Sea Level Time Series Prediction to Support Early Warning Systems
Coastal regions are increasingly vulnerable to hazards associated with tidal sea level variability, including recurrent tidal flooding that threatens coastal infrastructure and communities. Accurate tidal prediction is therefore essential to support effective coastal early warning systems…
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Artikel Jurnal
Integration of Explainable AI (XAI) Models for ESG Reporting within a Sustainable Enterprise Information System Governance Framework
Climate change demands transparent and evidence-based sustainability governance. This study develops an Explainable Artificial Intelligence–Enabled Decision Support System (XAI-EDSS) to predict and explain Indonesia’s carbon emissions within the Net Zero Emission 2060 framework. The system…
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Artikel Jurnal
Hybrid K-Means-LSTM Model for Traffic Volume Prediction on Pekanbaru Arterial Roads
Traffic congestion remains a critical issue in rapidly growing urban areas, including Pekanbaru City, Indonesia. Accurate traffic volume prediction is essential to support effective traffic management and proactive decision-making. This study proposes a hybrid clustering–sequence model by…
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Artikel Jurnal
Comparative Analysis of Advanced Machine Learning Models for SME Credit Risk Classification
This study addresses the growing need for accurate and reliable credit risk classification in Small and Medium Enterprises (SMEs), which play a vital role in economic development but remain vulnerable to financial instability and non-performing loans. The purpose of this research is to…
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Artikel Jurnal
Optimization and Comparative Analysis of C4.5, Random Forest and XGBoost for Mapping SMK Muhammadiyah 2 Pekanbaru Alumni Career Pathways
The mapping of vocational high school (SMK) alumni career pathways is essential to strengthen the link-and-match policy between vocational education and industry. However, most tracer studies focus primarily on descriptive statistics rather than predictive modeling. This study aims to optimize and…
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Artikel Jurnal
Optimization of a Hybrid NLP Model for Multi-Aspect Sentiment Analysis of the Minister of Finance of the Republic of Indonesia
The rapid growth of social media platforms has created extensive opportunities to analyze public opinion toward government policies using computational approaches. Public discussions related to fiscal governance, particularly those involving the Minister of Finance of the Republic of Indonesia…
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Artikel Jurnal
ERP System Integration Architecture with Artificial Intelligence Models for Supply Chain Management and Inventory Control Optimization
The increasing complexity of supply chain management (SCM) and the volatility of customer demand pose major challenges to traditional inventory control mechanisms embedded in Enterprise Resource Planning (ERP) systems, which are largely deterministic and limited in predictive capability. To address…
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Artikel Jurnal
Intelligent Chatbot-Based Enterprise Information System for Digital Communication Transformation in Educational Institutions
Effective communication between schools and parents is crucial for achieving educational success. However, SMK Kasih Maitreya Selatpanjang faces challenges due to the use of manual and semi-digital methods, such as WhatsApp, which often cause information delays and administrative inefficiencies…
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Artikel Jurnal
Integrated Case Management System Design and Evaluation Using TOE Framework and Balanced Scorecard in Prosecutorial Services
Digital transformation in public sector organizations has become essential to improve efficiency, transparency, and accountability, particularly in prosecutorial services that require complex case handling and inter-agency coordination. However, the implementation of Case Management Systems (CMS)…
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Artikel Jurnal
Modeling Determinants of Digital Purchasing Decisions Through Sentiment Analysis and Social Networks on the TikTok Platform
The rapid growth of social commerce, particularly on the TikTok platform, has fundamentally shifted how consumers interact with brands and make purchasing decisions. (1) Background: In the context of the digital economy, understanding the factors that drive consumer behavior in a high-engagement…
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Artikel Jurnal
The Health Status Of Bank Mega Syariah: A Study Using The Rgec Method (2018-2023)
Bank health assessment can be conducted using a risk-based approach, adjusting the factors involved in evaluating a bank's health. The Risk-Based Bank Rating (RBBS) method is a structured, comprehensive evaluation that integrates both the bank's risk profile and performance. This assessment…
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The Effect Of Competency And Work Motivation On Performance Of Regional Tax Collector Officers At Kampar Regency Revenue Agency
This research aims to examine the influence of competency and work motivation on the performance of regional tax collectors at the Kampar Regency Regional Revenue Agency. In this study, the population was 250 Regional Tax Officers (Village Collectors) of the Regional Revenue Agency of Kampar…
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Artikel Jurnal
Technology Use Competency Influences E-Ktp Service Performance At The Population And Civil Registration Office, Kampar Regency
This research aims to examine the influence of Competency in Using Technology on the Performance of E-KTP Services at the Kampar Regency Population and Civil Registration Service Office. The population in this study were 73 people who registered for E-KTP at the Population and Civil Registration…
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Artikel Jurnal
The Influence Of Work Ethic And Organizational Culture On Employee Performance At Regional Financial And Asset Management Agency, Kampar District
This research aims to examine the influence of work ethic and organizational culture on the performance of employees of the Kampar Regency Regional Financial and Asset Management Agency. The population in this study were 78 employees of the Kampar Regency Regional Financial and Asset Management…
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