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Boosting-Based Machine Learning Models and Hyperparameter Tuning for Predicting Vehicle Carbon Dioxide Emission
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 4
(2025)
Sustainable development and climate change are central agendas in global policy and research. This study examines and compares three ensemble learning models using Gradient Boosting Machine, Categorical Boosting, and Extreme Gradient Boosting for forecasting vehicle carbon dioxide (CO2) emissions. Data preprocessing with Interquartile Range (IQR) and median imputation is among the methods used to address missing values in CO₂ rating and smog rating variables. SHAP and PDP were employed for featu...
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High-Resolution Smart Card-Based OD Matrix for Optimizing Jakarta’s LRT Operations
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 4
(2025)
Efficient urban mobility is essential to support transportation planning and policy. However, traditional methods are often limited in data resolution, lacking the ability to describe passenger movement dynamics in detail. This study aims to analyze passenger mobility patterns using high-resolution tap-in/tap-out data from the closed-loop LRT system in Jakarta during January-February 2025. The methods used include constructing an origin-destination (OD) matrix based on 185,512 trip records, as w...
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Analisis Implementasi PSAK 216 pada Rumah Sakit Swasta : (Studi Kasus pada Rumah Sakit XYZ Surabaya)
JURNAL EKONOMI MANAJEMEN AKUNTANSI
Vol 31
, No 2
(2025)
Hospitals are places that provide health services to the community through the services they offer. In their operations, hospitals require fixed assets to be us|ed ind|epe|nd|ently or i|n co|mbi|nati|on wi|th other assets in the hospital for long-term operations. The fixed assets us|ed by hospitals make a significant contribution because they require large expenditures and are used over the long term. This study was conducted with the aim of analyzing the application of fixed asset accounting tr...
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STUDI MODERASI STRUKTUR MODAL DALAM IMPLIKASI LIKUIDITAS DAN PROFITABILITAS TERHADAP NILAI PERUSAHAAN: KASUS ENTITAS PROPERTI DAN REAL ESTATE 2022–2024
Jurnal Manajemen Sosial Ekonomi
Vol 5
, No 2
(2025)
This study links Liquidity, profitability, value, capital structure. Moderator (IDX property firms, 2022–2024). Using quantitative methods with multiple linear, moderated regression analysis (MRA), 76 companies were examined. Results show liquidity (Current Ratio) negatively affects firm value, indicating that excessive current assets reduce efficiency and investor appeal. ROE lacks impact, showing profit instability. Capital structure shows no moderating effect.These findings emphasize the need...
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PENGARUH MENTAL DAN MODAL TERHADAP MINAT BERWIRAUSAHA PADA MAHASISWA EKONOMI PEMBANGUNAN UNIVERSITAS MUHAMMADIYAH SUMATERA UTARA
Jurnal Manajemen Sosial Ekonomi
Vol 5
, No 2
(2025)
This study aims to examine the influence of mentality and capital on the entrepreneurial interest of Development Economics students at Universitas Muhammadiyah Sumatera Utara. Multiple linear regression analysis and descriptive correlational approaches are employed in this quantitative approach. 39 students using a variety of sampling methodologies made up the sample. The study's findings show that, partially and concurrently, financial and mental resources significantly and favorably influence...
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PENGARUH KOHESIVITAS KELOMPOK, KEPUASAN KERJA, LINGKUNGAN KERJA, DAN KOMITMEN ORGANISASI TERHADAP INTENSI TURNOVER
Jurnal Manajemen Sosial Ekonomi
Vol 5
, No 2
(2025)
Pengelolaan sumber daya manusia di perusahaan harus dijalankan dengan sebaik mungkin dengan pengelolaan yang efektif dan efesien agar perusahaan dapat bersaing dengan persahaan-persahaan lainnya. Sebaliknya jika pengelolaan sumber daya manusia perusahaan tidak berjalan dengan efektif, maka akan muncul berbagai masalah yang akan mengganggu kinerja perusahaan. Fenomena yang sering terjadi adalah terdapat banyak karyawan yang ingin berpindah kerja atau intensi turnover yang akhirnya berujung pada k...
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PERAN INFLUENCER MARKETING, BRAND AWARENESS DAN KUALITAS PRODUK TERHADAP KEPUTUSAN PEMBELIAN LIPCREAM WARDAH
Jurnal Manajemen Sosial Ekonomi
Vol 5
, No 2
(2025)
This research investigates the impact of influencer marketing, brand awareness, and product quality on consumers' decisions to purchase Wardah lip cream. Employing a quantitative method, data was gathered through an online questionnaire filled out by 100 participants who are actual users of the product. The data was then analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM) through the SmartPLS 4 software. Based on the analysis, influencer marketing was found to have a posi...
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PENGARUH LAYANAN DIGITAL DAN REPUTASI TERHADAP KEPUASAN PENGGUNA APLIKASI SIAGA DAN SIMANTAPS DI KANTOR KEJAKSAAN NEGERI BANYUWANGI
Jurnal Manajemen Sosial Ekonomi
Vol 5
, No 2
(2025)
A paradigm shift in public services has occurred rapidly due to the advent of digital technologies, which has led to the creation of more efficient, transparent and user-oriented systems. The study aims to examine how the quality of e-services, reputation, trust in e-services and electronic word of mouth affect user satisfaction with technology-enabled public services. A quantitative approach using multiple linear regression analysis is used to confirm the validity of the model. This method incl...
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DETERMINAN PRICE PERCEPTION, PRODUCT QUALITY, DAN BRAND IMAGE TERHADAP KEPUTUSAN PEMBELIAN SEPATU OLAHRAGA ORTUSEIGHT DI KOTA SEMARANG
Jurnal Manajemen Sosial Ekonomi
Vol 5
, No 2
(2025)
This study aims to evaluate the influence of price perception, product quality, and brand image on purchasing decisions for Ortuseight sports shoes in Semarang City. The research is motivated by the growing competition within the local footwear industry and the evolving consumer behavior that now considers not only functional aspects but also symbolic and emotional values of products. A quantitative approach was employed, using a survey method through the distribution of questionnaires to 150 re...
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Studiefonds van Het Mangkoenagara VII :1924-1930
Keraton: Journal of History Education and Culture
Vol 7
, No 2
(2025)
This study examines the implementation of Studiefonds Van Het Mangkoenagoro VII (1924-1930) as a concrete manifestation of the Ethical Political Trilogy, especially in the field of education in Praja Mangkunegaran. This research aims to: (1) analyze the distribution mechanism and implementation of Studiefonds, (2) evaluate the role of Mangkunegara VII in the management of the education fund, and (3) identify the impact on the Sentana and Abdi Dalem. The method used the historical method with the...
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