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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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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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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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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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Optimalisasi Digital Marketing dan Inovasi Pelayanan Publik dalam Pengembangan Bank Pembangunan Daerah Jawa Tengah
Jurnal Media Administrasi
Vol 10
, No 2
(2025)
This research aims to analyze the optimization of digital marketing in increasing the competitiveness of Bank Jateng, formulate the main challenges in the implementation of digital-based public service innovations, and develop an integration strategy between digital marketing and public service innovation to strengthen the role of Bank Jateng in regional economic development. The research method used was descriptive qualitative with data collection techniques through interviews with 11 informant...
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Evaluation of Nutritional Content of Quail Eggs Bacem, Pindang, and Balado in Retort Pouch for Stunting Prevention
Journal of Food and Agricultural Product
Vol 5
, No 2
(2025)
Stunting remains a major chronic nutritional problem in Indonesia, especially among children in areas with limited food access. One of the main causes is the lack of high-quality animal protein intake. Quail eggs are a potential source of protein, fat, vitamins, and minerals, but are highly perishable and require processing and packaging innovations to extend shelf life and maintain nutritional quality. This study aimed to evaluate the moisture, protein, and fat content of bacem, pindang, and ba...
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THE EFFECT OF THE INQUIRY LEARNING MODEL ON SOCIAL SCIENCE LEARNING OUTCOME AND SAINS LITERACY IN GRADE IV STUDENTS OF ELEMENTARY SCHOOL CLUSTER IV AT BEBANDEM DISTRICT
Dikdas Bantara
Vol 8
, No 2
(2025)
The focus of this study is to discover how the inquiry learning approach affects science literacy and learning outcomes. The sample consisted of 55 persons chosen by random sampling techniques, while the research population included of 246 people. This study uses a posttest control group design and is quasi-experimental. An essay-style questionnaire measuring learning, motivation, data, and scientific critical thinking abilities was used to gather the study's data. The MANOVA statistical test wa...
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Systematic Literature Review : Implementasi Pembimbingan Klien Pemasyarakatan Pada Balai Pemasyarakatan
Jurnal Ilmiah Serat Acitya
Vol 14
, No 2
(2025)
Kondisi lembaga pemasyarakatan di Indonesia masih menghadapi tantangan serius, seperti overcrowding dan tingginya angka residivisme. Program pembimbingan klien pemasyarakatan menjadi salah satu upaya strategis untuk menekan residivisme dan mendukung reintegrasi sosial, namun implementasinya dinilai belum optimal. Penelitian ini bertujuan untuk menganalisis efektivitas, hambatan, dan praktik terbaik dalam pembimbingan klien pemasyarakatan melalui pendekatan Systematic Literature Review (SLR). Seb...
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Penerapan pembelajaran berdiferensiasi dengan pendekatan tarl dan culturally responsive teaching terhadap pemahaman konsep materi aljabar
AKSIOMA : Jurnal Matematika dan Pendidikan Matematika
Vol 16
, No 2
(2025)
Rendahnya pemahaman konsep matematis disalah satu sekolah kota Jambi disebabkan oleh penerapan pembelajaran yang masih menggunakan pembelajaran yang konvensional. Konvensional artinya pembelajaran yang seperti guru menjelaskan materi dengan ceramah lalu diberikan tes tanpa menggunakan model dan pendekatan yang membantu akan pemahaman konsep matematis siswa. Berdasarkan kurikulum merdeka yang diterapkan serentak dibutuhkan inovasi untuk mewujudkan kegiatan pembelajaran yang lebih menyenangkan. D...
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