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Peran Sistem Informasi Manajemen dalam Pengelolaan Data Jamaah Umrah: Kajian Literatur Sistematis
Merkurius : Jurnal Riset Sistem Informasi dan Teknik Informatika
Vol 4
, No 3
(2026)
This study conducts a systematic review of literature concerning the role of Management Information Systems (MIS) in managing Umrah pilgrim data across Indonesia. Employing a Systematic Literature Review (SLR) guided by the PRISMA protocol, the study examined and synthesized 24 peer-reviewed articles published between 2019 and 2026, drawn from Google Scholar, SINTA, and nationally accredited journal portals. Findings indicate that MIS adoption has yielded notable improvements in operational effi...
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Kedudukan Akta Hibah Tanah yang Melebihi Batas Maksimal bagi Penerima Hibah Beragama Islam
Jurnal Riset Ilmu Hukum, Sosial dan Politik
Vol 3
, No 2
(2026)
Article 210 of the Compilation of Islamic Law (KHI) limits gifts to a maximum of one-third of the donor’s assets as a form of protection for the rights of heirs and to uphold social justice. However, in practice, land gift deeds drawn up by PPATs/PPATSs are still found to exceed this limit, thereby giving rise to controversy and legal disputes in the form of lawsuits seeking the annulment of such deeds in court. This phenomenon indicates a disconnect between legal principles and practical implem...
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Program Pembelajaran IPA Pembuatan Filter Air Sederhana untuk Meningkatkan Pengetahuan Siswa MI di Desa Tenaru Kecamatan Driyorejo
Manfaat : Jurnal Pengabdian Pada Masyarakat Indonesia
Vol 3
, No 2
(2026)
Natural Sciences or often known as (IPA) is a subject taught in Islamic Elementary Schools. Natural Sciences is the study of humans and the study of problems on how humans themselves develop their lives better. This study aims to determine the achievement of the science learning program of making simple water filters to improve the knowledge of MI students in Tenaru Village, Driyorejo District. This type of research refers to the Participatory Action Research (PAR) method approach. This method i...
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The Interpretation of Legal Principles by the Government in the Special Autonomous Region of Aceh
IJLS (International Journal of Law and Society)
Vol 3
, No 2
(2026)
Law Number 11 of 2006 on the Governance of Aceh embodies the principle of lex specialis due to its territorial scope, while Law Number 4 of 2009 on Mineral and Coal Mining also contains a lex specialis character as it specifically regulates the mining sector. This situation raises a legal question regarding how the principles of lex specialis derogat legi generali, lex superior derogat legi inferiori, and lex posterior derogat legi priori should be interpreted and applied by the Government withi...
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Konteks dan Asumsi dalam Perumusan Model Ekonometrika Kebijakan Ekonomi
Jurnal Pajak dan Analisis Ekonomi Syariah
Vol 3
, No 1
(2026)
This article examines the role of context and underlying assumptions in the formulation of econometric models for economic policy analysis. While econometric models are widely employed to support policy decisions, their construction is often treated as a purely technical process, overlooking the contextual factors that shape variable selection, model specification, and interpretation of results. This study explores how institutional settings, policy objectives, and behavioral considerations infl...
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Evaluasi Kinerja Model Klasifikasi Machine Learning untuk Deteksi Fraud pada Data Transaksi Tidak Seimbang
Prosiding Seminar Nasional Ilmu Teknik
Vol 2
, No 2
(2025)
Private vehicles are a frequently used mode of transportation because they are considered more practical. However, using private vehicles carries several risks, such as traffic accidents due to drivers losing focus on the road due to other activities, such as making calls on smartphones, drinking, or operating the radio. Approximately 90% of accidents are caused by human error. Convolutional Neural Network (CNN) is a type of neural network commonly used on image data. CNN is often used for image...
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Model Prediksi Pelunasan Haji Berbasis XGBoost Dengan Interpretasi Shap: Studi Prediksi Pelunasan Haji dengan XGBoost dan SHAP di Provinsi Jambi
Prosiding Seminar Nasional Ilmu Teknik
Vol 2
, No 2
(2025)
This study develops an interpretable machine learning model to predict the settlement status of Hajj fees in Jambi Province, Indonesia. Utilizing the XGBoost algorithm on a dataset of 4,332 prospective pilgrims from 2025, the research addresses the critical challenge of class imbalance where only 28.5% of samples are labeled "Unsettled". The baseline XGBoost model achieved a ROC-AUC of 0.7778, with a recall of 0.3482 for the minority class. SHAP (SHapley Additive exPlanations) analysis was emplo...
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Analisis Sentimen Ulasan Aplikasi CapCut Berbasis IndoBERT dengan Validasi Silang
Prosiding Seminar Nasional Ilmu Teknik
Vol 2
, No 2
(2025)
This study conducts sentiment analysis of Indonesian user reviews of the CapCut application using IndoBERT and compares two evaluation schemes: a single 80/20 train–test split and stratified 5-fold cross-validation (k=5). A total of 1,048,575 reviews were collected from the Google Play Store through web scraping and labeled into three sentiment classes based on rating: negative (1–2), neutral (3), and positive (4–5). After preprocessing—cleaning, case folding, banned-word removal, normalization—...
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Optimasi Prediksi Hipertensi Menggunakan Logistic Regression Berbasis Borderline SMOTE dan Penjelasan Model dengan SHAP
Prosiding Seminar Nasional Ilmu Teknik
Vol 2
, No 2
(2025)
Hypertension is a major global health risk that requires accurate early detection, yet conventional methods struggle with complex and imbalanced health datasets. This study aims to optimize hypertension prediction using a Logistic Regression model integrated with Borderline-SMOTE to enhance recall and provide model transparency through SHAP (Shapley Additive Explanations). The method utilizes the BRFSS dataset, applying Borderline-SMOTE to address class imbalance at the decision boundary and XAI...
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Klasifikasi Penggunaan Daya Listrik Rumah Tangga dengan Menggunakan Metode Naive Bayes
Prosiding Seminar Nasional Ilmu Teknik
Vol 2
, No 2
(2025)
Data mining is a technique of several fields of science to find previously unknown relationships in the data warehouse so that it becomes an information that can be used later. The unwise use of electricity will of course have an impact on the high use of electricity, therefore it is expected that every community understands the effort to use electricity wisely. Therefore, authors perform analysis of data mining on these electrical usage data in order to know which is a small, medium and large c...
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