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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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Analysis of chemical and sensory characteristics of sapodilla dodol with various formulations of glutinous rice flour
Journal of Food and Agricultural Product
Vol 4
, No 2
(2024)
Sapodilla has not been widely utilized as a processed food product. The processing of sawo into sawo dodol is expected to increase the added value of sawo fruit. The purpose of this study was to analyze the chemical characteristics and the panelists' acceptance of dodol with various formulations of the addition of glutinous rice flour. The method used in making sapodilla dodol is experimental with a comparison of the use of glutinous rice flour, namely F1 (50 gr), F2 (100 gr), F3 (150 gr) and F4...
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Strategi Manajemen Keuangan Rumah Tangga: Langkah Menuju Kesejahteraan Ekonomi Keluarga
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 3
, No 3
(2024)
This Community Service activity aims to ensure that every woman is able to have a management strategy in managing household finances so that economic prosperity can be achieved in the family. Participants in this activity are given an understanding of the management strategies applied in managing household finances which will result in output from the participants, namely that each participant knows the level of financial needs, is able to make financial plans well in accordance with the flow of...
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Perbedaan Perilaku Konsumtif Ditinjau dari Jenis Kelamin Pada Mahasiswa Fakultas Ekonomi di Universitas Muhammadiyah Gresik
Populer: Jurnal Penelitian Mahasiswa
Vol 3
, No 3
(2024)
Along with ongoing economic changes and globalization, people's shopping behavior is also changing. Sometimes, someone buys something not because of need, but just for pleasure. This leads to wastefulness known as consumptive behavior. This research aims to determine the differences in consumptive behavior based on gender among students of the Faculty of Economics at Muhammadiyah University of Gresik. This type of research is quantitative research. The participants in this research numbered 285...
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Low-Cost Wearable Device for Sleepiness Detection Based on Heart Rate Monitoring
Advance Sustainable Science, Engineering and Technology
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 GERAKAN SENAM IRAMA TERHADAP PENINGKATAN MOTORIK KASAR ANAK USIA 4-5 TAHUN DI TKIT ‘AISYIYAH LABAN MOJOLABAN SUKOHARJO
Physio Journal
Vol 4
, No 2
(2024)
Latar belakang; Perkembangan motorik kasar pada anak merupakan suatu proses aktifitas fisik yang selalu berhubungan dengan gerak meliputi penggunaan otot-otot besar dan kecil yang melibatkan otot, saraf, dan otak yang terdiri dari unsur keterampilan. Aktifitas fisik yang melibatkan kerja dari otot besar dapat mengoptimalkan perkembangan motorik kasar seperti pada kegiatan olahraga, menari, modeling, dan drama. Salah satu modalitas fisioterapi untuk meningkatkan motorik kasar pada anak yaitu deng...
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PENINGKATAN KEMAMPUAN KESEIMBANGAN ANAK PRASEKOLAH DENGAN SENAM IRAMA
Physio Journal
Vol 4
, No 2
(2024)
Latar Belakang: Diketahui kurang dari 80% dari jumlah anak yang memiliki gangguan perkembangan juga mengalami kesulitan pada pengaturan keseimbangan tubuh.Pengaturan keseimbangan tubuh diperlukan anak untuk melakukan kegiatan-kegiatan yang lebih sulit dan kompleks. Kegiatan diperlukan untuk meningkatkan keseimbangan dinamis anak usia 5-6 tahun. aktivitas fisik yang dapat dilakukan untuk meningkatkan keseimbangan dinamis anak adalah senam irama. Tujuan: Penelitian ini bertujuan untuk mengetahui p...
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SINTESIS DAN KARAKTERISASI PUPUK AMONIUM SULFAT BERBAHAN DASAR LIMBAH CAIR INDUSTRI BLEACHING EARTH
Jurnal Inovasi Teknik Kimia
Vol 9
, No 3
(2024)
Limbah Cair industri bleaching earth merupakan limbah cair yang dihasilkan dari proses pencucian setelah proses aktivasi batuan bentonit dengan bantuan asam sulfat . kandungan asam sufat dalam limbah cair tersbut sebesar 15,7%  dengan pH sebesar 1,16. Salah satu cara pengolahan limbah cair ini adalah dimanfaatkan sebagai bahan baku untuk membuat pupuk amonium sulfat. Pembuatan pupuk amonium sulfat dilakukan dengan mengambil ion sulfat yang terkandung didalam limbah dan direaksikan dengan...
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Skrining Ketajaman Penglihatan dan Pemberian kacamata bersama Lions Club M Tridharma pada lansia
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 8
, No 2
(2024)
Disturbances in the eyes of the elderly will cause disturbance which have an impact on discomfort and other disturbances in carrying out daily activities. The figure of the elderly is part of family members and community members whose number is increasing in line with the increase in life expectancy. The number of elderly people in Indonesia is increasing rapidly every year, so that Indonesia is expected to experience an “elderly population boom†in the early 2 decades of the 21 century as a...
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Survei Tingkat Skill Related Fitness Pada Siswa-Siswi Sekolah Dasar Negeri Gugus 1-4 Fase C di Kecamatan Kedungkandang Kota Malang
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 3
, No 4
(2024)
Carrying out this study aims to determine the value of physical fitness related to skills in students at SDN Gugus 1-4, Kedungkandang District, Malang City, because there is no data related to physical fitness and sports teachers have never measured students' physical fitness levels. This research method uses quantitative descriptive methods with survey techniques. The subjects taken in this research were 95 students using the Proportionate Stratified Random Sampling technique. The Indonesian St...
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