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Analisis Pengaruh Media Sosial terhadap Produktivitas Akademik Mahasiswa menggunakan Metode Decision Tree dan Random Forest
Murwaningtyas, Chatarina Enny
; Kristiamita, Angel
; Putri, Agatha Lintang Antika Ika
; Puspaningrum, Fibelia Dwi
; Mahanani, Carolina Dhinda Putri
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 6
, No 2
(2024)
This study aims to evaluate the impact of social media usage on the academic productivity of Universitas Sanata Dharma Yogyakarta students, measured through their Grade Point Average (GPA). The methods employed involve two machine learning models: Decision Tree and Random Forest. The data were processed using outlier-resistant scaling techniques and data balancing through oversampling. The results show that the Random Forest model outperformed with an accuracy, precision, recall, and F1-score of...
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Hubungan Self Acceptance dengan Resiliensi pada Pasien Kanker Payudara yang Menjalani Kemoterapi
Jurnal Kesehatan Al-Irsyad
Vol 17
, No 2
(2024)
Breast cancer has one clinical treatment is chemotherapy. Some people who undergo chemotherapy usually have different reactions, such as fear, anxiety, tension, sadness, or anger. There are some who don't want to accept their situation and start blaming themselves. A patient who doesn't accept the condition will worsen his mental condition rather than overcome the problem. The study used a non-experimental design with a cross-sectional approach of as many as 55 sample respondents in the study. S...
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Pengaruh Pijat Oksitosin Terhadap Pengeluaran Produksi ASI pada Ibu Postpartum di PMB Eka Rini Kecamatan Kalirejo Lampung Tengah
Abdi Geomedisains
Vol 4
, No 2
(2024)
The coverage of exclusive breastfeeding in infants 0-6 months in Lampung province was 70.1%. Coverage in Central Lampung district was 65.2% of the achievement target of 80%. One of the factors that influenced the failure of exclusive breastfeeding was the delay in milk production after delivery. The oxytocin massage technique is one of the efforts to overcome the uneven production of breast milk. To find out the Effect of Oxytocin Massage on the Expenditure of Breast Milk Production in Post-Part...
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Rancang Bangun Smart System Safety Doorlock pada Kamar Crew Kapal Menggunakan Face Recognition dengan Esp32 Wrover Cam
Ocean Engineering : Jurnal Ilmu Teknik dan Teknologi Maritim
Vol 3
, No 3
(2024)
Security systems in the maritime sector are crucial for preventing criminal activities and theft on board ships. The physical key systems commonly used today have vulnerabilities that can be exploited by unauthorized individuals. This research aims to design and test a smart door lock system using facial recognition with the ESP32 Wrover cam and a 4x4 Keypad as an additional security measure. The test results show that the system successfully recognizes faces with a 90% success rate at a distanc...
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Pengaruh Green Marketing dan Promosi Media Sosial terhadap Keputusan Pembelian Produk Eco-Friendly di Solo Raya
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 3
, No 3
(2024)
This research aims to determine the influence of green marketing and social media promotion on purchasing decisions in the city of Solo Raya. This research uses quantitative methods using primary data through distributing questionnaires online on the Instagram platform. The questionnaire was taken using a non-probability sampling technique with the number of samples used in the research being 100 respondents. This research uses data analysis using SmartPLS software. The results of this research...
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Dampak CSR PT Bank Rakyat Indonesia (PERSERO) Terhadap Pembiayaan UMKM di Indonesia
Transformasi: Journal of Economics and Business Management
Vol 3
, No 2
(2024)
This study analyzes the impact of Corporate Social Responsibility (CSR) initiatives by PT Bank Rakyat Indonesia (Persero) on the development of Micro, Small and Medium Enterprises (MSMEs) in Indonesia by 2024. Using a qualitative research approach with in-depth interviews and direct participatory observation of MSME stakeholders who benefit from BRI's CSR programs, the study reveals significant positive results. CSR interventions not only enhance the capacity and competitiveness of MSMEs but als...
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Analisis Penerapan Akuntansi Lingkungan pada Rumah Sakit RS Islam Jakarta
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 3
, No 3
(2024)
Clean or healthy environment is a condition in which the surrounding environment is maintained cleanliness and does not endanger human health. Dirty environment can cause various diseases, such as respiratory diseases, skin infections, and waterborne diseases. The root cause of dirty environment is often associated with human behavior of littering and improper waste disposal. Waste and pollutants can cause various health problems. This research aims to determine whether this hospital has impleme...
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Remote Speaking Tasks: Amplifying Understanding, Proficiency, and Confidence in English Learners
ETERNAL: English Teaching Journal
Vol 15
, No 2
(2024)
The increasing prevalence of technology has brought about a shift in teaching methods, notably with the rise of remote speaking tasks, utilizing digital platforms to enrich language learning experiences for English learners. In the context of language education, proficiency in English is increasingly recognized as a vital skill for academic, professional, and social success in today's interconnected world. Previous researchers have extensively explored various aspects of language learning, with...
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Intervensi Slow Stroke Back Massage Dan Kegel Exercise Pada Nyeri Luka Jahitan Perineum Ibu Nifas
Jurnal Bina Cipta Husda: Jurnal Kesehatan dan Science
Vol 20
, No 2
(2024)
Nyeri luka jahitan perineum disebabkan karena tindakan episiotomi atau ruptur jalan lahir pada saat persalinan. Hal tersebut dapat menyebabkan nyeri luka jahitan perineum. Menurunkan nyeri dapat dilakukan dengan memberikan intervensi Slow Stroke Back Massage dan Kegel Exercise. Slow Stroke Back Massage merupakan pijatan yang merangsang endorphin yang dapat menurunkan nyeri. Kegel Exercise bermanfaat untuk mempercepat penyembukan luka dengan memperlancar sirkulasi darah ke perineum. Tujuan dari...
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Improving the Accuracy of House Price Prediction using Catboost Regression with Random Search Hyperparameter Tuning: A Comparative Analysis
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 6
, No 3
(2024)
Achieving a significant improvement over traditional models, this study presents a novel approach to house price prediction through the integration of Catboost Regression and Random Search Hyperparameter Tuning. By applying these advanced machine learning techniques to the King County Dataset, we conducted a thorough regression analysis and predictive modeling that resulted in a marked increase in accuracy. The baseline model, a conventional linear regression, provided a foundation for compariso...
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6 Sitasi