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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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Low-Cost Wearable Device for Sleepiness Detection Based on Heart Rate Monitoring
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 6
, No 4
(2024)
Driver sleepiness is one of the most contributing factors in car accidents. Preventions to this problem have been made with various types of driver’s sleepiness detection system, such as systems based on face detection and electrocardiography approaches. However, these approaches require sophisticated systems and impractical design that are not suitable for the low- cost wearable device for daily use. Photoplethysmography based sensor is very favorable to be implemented in the low-cost wearable...
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Pengaruh Intellectual Capital dan Pembiayaan Musyarakah Terhadap Kinerja Keuangan: (Studi Empiris Pada Bank Umum Syariah Periode 2017-2022)
HATTA: Jurnal Pendidikan Ekonomi dan Ilmu Ekonomi
Vol 2
, No 2
(2024)
The purpose of this study is to know and analyze the influence of intellectual capital and musyarakh financing on the financial performance of Sharia Commercial Banks for the 2017-2022 period. This research is a quantitative research that uses secondary data. The population in this study amounted to 13 Sharia Commercial Banks. Samples are selected using the Purposive Sampling method. In this study produced a sample of 48 observational data (8 BUS in 6 years). The results showed that Intellectual...
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Integrating Cryptographic Security Features in Information System Barcodes for Self-Service Systems
Sucipto
; Ristyawan, Aidina
; Harini, Dwi
; Zaman, Wahid Ibnu
; Muzaki, Muhammad Najibulloh
; Abdulnazar, Mohamed Naeem Antharathara
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 6
, No 4
(2024)
Integrating services in an information system is necessary to provide services that can optimize an information system. One of the systems in PKKMB activities that will be combined with information security features is the attendance system. This research uses the Liner Sequential Model (LSM) method to integrate the QR Code attendance system with security features. This research aims to integrate QR Codes by optimizing increased security by combining the Advanced Encryption Standard (AES) algori...
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1 Sitasi
Optimized Stacking Ensemble Classifier for Early Cancer Detection Using Biomarker Data
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 6
, No 4
(2024)
Ovarian cancer ranks sixth globally as a major cause of death among women, with a five-year survival rate below 50%, largely due to late detection. Early detection is crucial to lower mortality rates. This paper introduces an Optimized Stacking Ensemble Classifier (OSEC) for early ovarian cancer detection using biomarkers. The model comprises two layers: the first layer includes base classifiers optimized with Particle Swarm Optimization (PSO), while the second layer is a meta-classifier integra...
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2 Sitasi
Spatial Analysis of Waste Management Facility Distribution Using GIS
Arsanti, Vidyana
; Kharisma, Rizqi Sukma
; Ardiansyah, Ivan
; Nugroho, Bayu
; Ihsan Fajruna, Muhammad
; Zahra Deswanti, Luthfia
; Fais Al Qori, Muhammad
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 6
, No 4
(2024)
Recently, waste has become an extraordinary phenomenon that has attracted the attention of all levels of society: authorities, local governments, environmentalists, and regional stakeholders at the village level. Based on DIY Regional Regulation No. 3 of 2013 concerning the Management of Household Waste and Waste Similar to Household Waste and Sleman Regency Regional Regulation No. 6 of 2023 concerning the Implementation of Waste Management, efforts to minimize the amount of waste are made by ea...
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4 Sitasi
Comprehensive Review of Security Problems in Mobile Robotic Assistant Systems: Issues, Solutions, and Challenges
Journal of Computing Theories and Applications
Vol 2
, No 2
(2024)
Nowadays, robots in the modern world are playing an important and increasingly popular role. MRA (Mobile Robotic Assistant) is a type of mobile robot designed to support humans in many different fields, helping to improve efficiency and safety in daily activities, work, or medical treatment. The number of MRAs is increasing and diverse in function, in addition to the ability to collect and process data, MRAs also have the ability to physically interact with users. Therefore, security is one of t...
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3 Sitasi
MENINGKATKAN KESADARAN MASYARAKAT TENTANG KEBERSIHAN DAN KETAHANAN PANGAN DI DESA SERETAN
Patricia Steffina Mawitjere
; Agnes Nadila Saumana
; Edi Emael Mangar
; Febrithya Darenoh
; Fernanda Fenturinny Tundali
; Isnia Dunggio
; Melia Oktaviani
; Novinda Virginia Masambe
; Reineldis Duri
Empowerment Journal
Vol 4
, No 2
(2024)
Kegiatan Pengabdian kepada masyarakat dilakukan di Desa Seretan, Kecamatan Lembean Timur. Masalah utama yang akan dibahas dalam kegitan ini adalah tentang pencemaran air dan penyakit demam berdarah. Pencemaran air disebabkan oleh aktivitas manusia seperti pembuangan sampah dan limbah yang dapat merusak ekosistem peraiaran dan mengancam ketersediaan air bersih, Disisi lain, penyakit demam berdarah ditularkan melalui gigitan nyamuk dan dapat menimbulkan dampak serius pada kesehatan manusia. Selain...
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PENYULUHAN DAN EDUKASI OSTEOARTHRITIS KNEE DENGAN MOBILISASI PATTELA DAN STRENTHENING EXERCISE DI DESA NGORESAN KAMPUNG GULON
Ayum Ramadani, Dina
; Faresqi Sabrina Putri
; Fathimah Aulia Rachmah
; Fitri Ulin Luthfiah
; Iim Alin Anjani
; Liez Ayu Rohmawati
; Rini Widarti
Empowerment Journal
Vol 4
, No 2
(2024)
Osteoarthritis merupakan penyakit sendi degeneratif yang dipengaruhi oleh genetika, usia, jenis kelamin dan berat badan. Osteoarthritis terjadi karena kerusakan pada tulang rawan (cartilage) biasanya muncul dengan ditandai nyeri saat terjadi penekanan pada sendi tersebut. Tujuan dari program ini adalah untuk meningkatkan pengetahuan lansia Desa Ngoresan Kampung Gulon RT 01 RW 19, Jebres, Surakarta tentang penanganan osteoarthritis knee. Metode yang digunakan pada penyuluhan ini dengan menggunak...
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1 Sitasi
Pengaruh Emosi Positif Terhadap Hasil Pengobatan Penyakit Rheumatoid Arthritis
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 3
(2024)
This study evaluates the impact of positive emotions on rheumatoid arthritis (RA) treatment outcomes through a meta-analysis of 47 studies (2015-2024) involving 12,384 patients. The primary findings reveal a significant positive correlation between positive emotions and improved RA treatment outcomes (r = 0.42, p < 0.001), with the strongest effects observed in enhanced quality of life (r = 0.51) and physical function (r = 0.45). Patients exhibiting high positive emotions demonstrated greater...
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