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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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PENGARUH PLANT LAYOUT DAN STRATEGI LOKASI TERHADAP MINAT BERKUNJUNG PADA WARKOP STARBEH
Nurfauziah, Siti
; Aditya Assagieb, M. Bagier
; Putri, Mayada
; Rosalia
; Oktaviani Putri, Aurel
; Alattas, Hady
Jurnal Manajemen Sosial Ekonomi
Vol 5
, No 2
(2025)
Dengan perkembangan industri kuliner Indonesia, warkop telah menjadi tempat yang diminati untuk berkumpul, sehingga faktor yang memenuhi keputusan pengujung sangat penting untuk dipahami. Tujuan dari penelitian ini adalah untuk mengevaluasi pengearuh plant layout dan strategi lokasi terhadap minat berkunjung di Warkop Starbeh, sebuah kedai kopi yang sangat disukai masyarakat. Metode penelitian yang digunakan termasuk penyebaran kuesioner dan analisis statistik untuk menemukan hubungan antara tat...
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MENGUKUR KINERJA KARYAWAN MELALUI PEMBERIAN KOMPENSASI DAN FAKTOR KEPEMIMPINAN
Jurnal Manajemen Sosial Ekonomi
Vol 5
, No 2
(2025)
This study aims to examine the effect of compensation and leadership style on employee performance at the Gama Karanganyar cigarette company. A sample of 71 respondents was selected using the purposive sampling method, and data were collected through a questionnaire. Data analysis was carried out using multiple linear regression using SPSS, as well as through validity, reliability, classical assumptions, F tests, t tests, and coefficients of determination. The results of the study indicate that...
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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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POTENTIAL IMPLEMENTATION OF ETHNOSCIENCE-ORIENTED LEARNING ON BIOTECHNOLOGY MATERIAL
Bioma : Jurnal Ilmiah Biologi
Vol 14
, No 2
(2025)
There are still many science learning practices that focus on memorization and do not relate the subject matter to real life or the local cultural context of students. Science is often perceived as a difficult and boring subject because it relies heavily on technical terms and abstract material. This study aims to explore the potential implementation of ethnoscience oriented learning in biotechnology material at the junior high school level. Data were collected through interviews wit...
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Pengaruh Transparansi, Kualitas Layanan dan Citra Lembaga Terhadap Keputusan Masyarakat Melakukan Zakat diLazis Jateng Cabang Solo: The Influence of Transparency, Service Quality, and Institutional Image on People's Decisions to Pay Zakat at Lazis Jateng Solo Branch
Jurnal Ilmiah Sains dan Teknologi
Vol 7
, No 02
(2025)
ABSTRAK
Penelitian ini dilatarbelakangi oleh pentingnya peran zakat sebagai instrumen ekonomi Islam dalam mendistribusikan kekayaan dan mengurangi kemiskinan. Namun, munculnya berbagai tantangan dalam sistem layanan lembaga zakat, seperti penurunan jumlah penghimpunan zakat dan menurunnya kepercayaan masyarakat terhadap pengelolaan dana, menjadi permasalahan krusial yang perlu dianalisis. LAZIS Jateng Cabang Solo menjadi objek kajian karena mengalami penurunan penghimpunan zakat dalam dua tahun...
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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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Candi Sebagai Representasi Kekuasaan dan Studi Arsitektur Politik Masa Hindu-Buddha di Jawa
Keraton: Journal of History Education and Culture
Vol 6
, No 2
(2025)
Candi-candi yang tersebar di wilayah Jawa pada masa Hindu-Buddha bukan hanya sekadar bangunan religius, melainkan juga sebagai simbol politik yang merepresentasikan kekuasaan raja dan legitimasi ideologi kerajaan. Arsitektur candi menjadi sebuah sarana ekspresi kekuasaan spiritual dan temporal yang saling terhubung.Artikel/ Penelitian ini bertujuan untuk menganalisis bagaimana candi bisa juga digunakan sebagai Instrumen Representasi Kekuasaan pada masa kerajaan Hindu-Buddha di Jawa, khususnya da...
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BUILDING SUSTAINABILITY AWARENESS: INTEGRATING ESD INTO HUMAN DIGESTIVE SYSTEM EDUCATION
Bioma : Jurnal Ilmiah Biologi
Vol 14
, No 2
(2025)
In response to global environmental challenges such as climate change, pollution, and resource depletion, this study aimed to develop and evaluate Education for Sustainable Development (ESD)–oriented science learning materials on the human digestive system to enhance students’ sustainability awareness. Employing a Research and Development (R&D) approach and the ADDIE model, the instructional materials were implemented in a quasi‑experimental design with two eighth‑grade groups at SMP Negeri ...
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Identifikasi Jentik Nyamuk Anopheles sp di Dusun Ndasun Desa Mojo Rt 06 Rw 07 Kecamatan Ulujami
Vol 5
, No 2
(2025)
Anopheles sp is the most important mosquito genus, because it is the only vector that transmits malaria to humans. Malaria cases in Indonesia in 2021 reached 94,610 compared to the previous year reaching 226,364 cases. Breeding sites for Anopheles sp mosquito larvae, namely stagnant fresh water or salt water, mangrove swamps, aquaculture, fresh water swamps, ponds with lots of aquatic plants or no plants, rice fields, river mouths where the flow is not fast or small ponds filled with rainwater....
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