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Boosting-Based Machine Learning Models and Hyperparameter Tuning for Predicting Vehicle Carbon Dioxide Emission
Advance Sustainable Science, Engineering and Technology
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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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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PERAN KEPERCAYAAN DALAM MENINGKATKAN KEPUTUSAN PEMBELIAN PRODUK PINKFLASH
Jurnal Manajemen Sosial Ekonomi
Vol 5
, No 2
(2025)
This study aims to explore the role of trust in enchancing purchasing decisions for Pinkflash cosmetic products considering the influence of product quality, brand image, and price. The method applied in this study quantitative approach trought a survey by distributing questionnaires to 100 student respondents from Dian Nuswantoro University Semarang who are also users of Pinkflash product. Data analysis was conducted using Partial Least Squares (PLS). The findings indicate indicate that product...
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8 Sitasi
PENGARUH KEMUDAHAN DAN GAYA HIDUP TERHADAP KEPUTUSAN PEMBELIAN ONLINE DI E-COMMERCE SHOPEE DI KECAMATAN BANYUMANIK
Jurnal Manajemen Sosial Ekonomi
Vol 5
, No 2
(2025)
This study aims to analyze the influence of convenience and lifestyle on online purchasing decisions on Shopee e-commerce in Banyumanik District. This study uses a quantitative method that obtains data from questionnaires distributed via Google Form. In this study, 100 respondents were found who were classified as Banyumanik residents aged 17 years and over and had made purchases on Shopee e-commerce in the last 6 months. For each data, it will be analyzed with the help of SPSS (Statistical Pack...
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11 Sitasi
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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The OCCUPATIONAL SAFETY AND HEALTH RISK ANALYSIS IN THE FRAMEWORK OF IMPROVING PRODUCTION SAFETY IN THE PRODUCTION AREA (Case Study at Gama Steel Solo): ANALISIS RISIKO KESELAMATAN DAN KESEHATAN KERJA DALAM RANGKA PERBAIKAN PRODUCTION SAFETY DI AREA PRODUKSI (Studi Kasus di Gama Steel Solo)
Jurnal Ilmiah Sains dan Teknologi
Vol 7
, No 02
(2025)
Occupational safety and health (OHS) is a crucial aspect that must be considered in every industry, including production environments involving heavy machinery and complex processes, which are often the site of workplace accidents. OHS analysis is crucial for ensuring worker safety and security, as well as identifying areas for improvement. This study aims to analyze the implementation of occupational safety and health (OHS) in the production area of PT Gama Steel Solo using the Hazard Identific...
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The Effectiveness of Using YouTube as a Learning Media in Improving Early Childhood Literacy"
Schola Journal
Vol 3
, No 1
(2025)
This study aims to examine the effectiveness of using YouTube as a learning medium in improving early childhood literacy through the literature study method. Literacy is an important aspect of children's cognitive development that needs to be instilled early on. In the digital era, YouTube media is one of the interesting learning alternatives because it presents audio-visual content that can stimulate children's interest and understanding more optimally. This research was conducted by reviewing...
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Improving KPK and FPB Concepts Through Interactive TTS Media
Schola Journal
Vol 3
, No 1
(2025)
ABSTRACT
This study aims to improve the understanding of fifth grade students of Lobang 02 Elementary School regarding the concept of Least Common Multiple (LCM) and Greatest Common Factor (GCF) by using interactive media in the form of crossword puzzles (TTS). This study is included in the Classroom Action Research (CAR) type which is carried out in two cycles. The research subjects consisted of 16 students. Data collection tools used include learning outcome tests, observation sheets, and stud...
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Pengaruh Lingkungan Kerja Fisik, Motivasi Kerja dan Kerjasama Tim Terhadap Kinerja Karyawan Pada PT Adira Dinamika Multi Finance Tbk
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 4
(2025)
This study aims to analyze the effect of physical work environment, work motivation, and teamwork on employee performance at PT Adira Dinamika Multi Finance Tbk. The research employed a quantitative approach with a survey method involving all 51 employees as the total sample using a saturated sampling technique. Data were collected using a five-point Likert scale questionnaire developed from the theories of Herzberg, Luthans, and Tuckman. Validity and reliability tests were conducted to ensure i...
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Analisis Opini Publik Pimpinan Daerah Pemuda Muhammadiyah Solo Tentang Citra Gus Miftah Pasca Kontroversi Dakwah di Magelang
Research Fair Unisri
Vol 9
, No 1
(2025)
Kontroversi dakwah Gus Miftah di Magelang pada tahun 2024 menjadi sorotan publik karena penggunaan bahasa yang dinilai kurang pantas oleh masyarakat, terutama ketika ia berstatus sebagai tokoh agama sekaligus pejabat publik. Peristiwa tersebut memicu pro dan kontra di media massa maupun media sosial, serta mendapat respons dari berbagai organisasi Islam termasuk Pemuda Muhammadiyah. Penelitian ini bertujuan untuk mengetahui dan menganalisis bagaimana opini publik dari Pimpinan Daerah Pemuda Muha...
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