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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 Posisi Menyusui dan Perawatan Payudara dengan Kejadian Bendungan ASI di Wilayah Kerja Puskesmas Sei Langkai Kota Batam
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 3
(2024)
Breast milk dam is a swelling of the breast due to an increase in venous and lymph flow, causing breast milk dam. Data (SDKI) showed that 42% of mothers experienced breast milk dams. Breast milk dams are caused by discontinuous breastfeeding, the baby has not breastfed properly, improper breastfeeding position, wearing BH that is too tight, nipple abnormalities, absence of breast care before and after childbirth and lack of maternal knowledge about breast care. The aim is to determine the relati...
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Pengaruh Pijat Bayi terhadap Kualitas Tidur Bayi di Wilayah Kerja Puskesmas Sei Langkai Kota Batam
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 3
(2024)
The infancy period is a crucial phase for a child's growth and development, where attention to sleep and stimulation is paramount. Sleep disturbances, such as sleeping less than nine hours per night, frequent awakenings, and difficulty returning to sleep, can affect a baby's emotions and development. This study aims to explore the impact of infant massage on the quality of sleep in infants. The method used was a pre-experimental study with a one-group pretest-posttest design, conducted at the Se...
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A GIS-Based Analysis of the Public Open Space Distribution and Accessibility in Gurugram City, India
Forum Geografi
Vol 38
, No 2
(2024)
The rapid pace of urbanization and increasing urban density in India has led to critical concern about the sustainability and livability of urban environments. In the city of Gurugram, public open spaces (POS) like parks and playgrounds are limited, highlighting the problem regarding their availability and accessibility. This study analyzes the current distribution of POS in the city of Gurugram at the ward level and compares the existing situation with national planning guidelines. It also aims...
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Pengaruh Penambahan Na2CO3 terhadap Peningkatan Kadar Garam Rakyat menjadi Garam Industri dengan Metode Hidroekstraksi Batch
Jurnal Inovasi Teknik Kimia
Vol 9
, No 3
(2024)
Pemenuhan kebutuhan garam industri di Indonesia masih ditunjang dengan impor dari negara lain. Hal tersebut dikarenakan garam lokal di Indonesia belum memenuhi standart yang dibutuhkan industri. Menurut SNI garam industri harus memiliki kadar NaCl minimal 97%. Sedangkan garam rakyat yang dihasilkan oleh penduduk lokal memiliki kadar NaCl sebesar 90,10% dengan impurities Ca2+ sebesar 0,22% . Dalam penelitian ini pemurnian garam rakyat untuk dijadikan garam industri dilakukan dengan cara penambaha...
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Evaluasi Pasca Pelatihan Pemberian Makan Bayi dan Anak (PMBA) Pada Tenaga Kesehatan Tingkat Pertama di Jawa Tengah
Jurnal Inovasi dan Pengabdian Masyarakat Indonesia
Vol 3
, No 3
(2024)
Latar belakang: Pemberian Makan Bayi dan Anak (PMBA) merupakan komponen penting dalam pencegahan stunting dan peningkatan status gizi balita. Pelatihan PMBA bagi kader dan ibu balita telah dilaksanakan sebelumnya, namun diperlukan evaluasi untuk mengetahui efektivitas pelatihan tersebut terhadap perubahan pengetahuan, sikap, dan praktik peserta. Tujuan: Kegiatan pengabdian ini bertujuan untuk mendiseminasikan hasil evaluasi pasca pelatihan PMBA dan mendorong tindak lanjut peningkatan kapasitas k...
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Pengaruh Kompentensi Auditor, Independensi Dan Tekanan Waktu (TIME PRESSURE) Terhadap Kemampuan Auditor Mendeteksi Fraud
Transformasi: Journal of Economics and Business Management
Vol 3
, No 3
(2024)
Now, the main topic in the media is accounting fraud, or fraud, in accounting parlance. Internal and external fraud are the two main types of fraud. However, fraud detection itself aims to determine whether fraud has occurred, who the perpetrator is, who the victim is, and how it happened. This research aims to determine how competence, lndependence, and time pressure affect the auditor's abiIity to discover fraud. In this research, initial data was obtained from auditors' answers from KAP Centr...
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Studi Korelasi Persepsi Risiko Bencana dengan Kesiapsiagaan Banjir pada Masyarakat di Bantaran Sungai Bengawan Solo
ASJN (Aisyiyah Surakarta Journal of Nursing)
Vol 5
, No 1
(2024)
Latar Belakang: Salah satu bentuk ancaman yang dihadapi Indonesia adalah bencana alam, dalam hal ini banjir. Sepanjang tahun 2021 hingga 2023, berbagai kejadian banjir dilaporkan terjadi dan berdampak pada sejumlah wilayah, termasuk Surakarta. Menurut BPBD Surakarta terkena banjir karena berada di kawasan bantaran Sungai Bengawan Solo yang sering banjir di kala musim hujan, dan berdampak pada kesehatan. Dampak banjir yang banyak yaitu di Kelurahan Sangkrah. Untuk meminimalisir dampak tersebut...
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4 Sitasi
Pemanfaatan Internet Sehat, Bertanggungjawab dalam Pemasaran Desa Wisata Way Tebing Cepa
Dewi Silvia
; Nur Salma
; Mohammad Renandi Ekatama
; Helmita Helmita
; Resy Anggun Sari
; Novalita Novalita
; Armalia Reny WA
Sejahtera: Jurnal Inspirasi Mengabdi Untuk Negeri
Vol 3
, No 3
(2024)
Internet media with its offers, choice of various sites and freedom of access is like a double-edged sword, on the one hand it can have a positive impact and on the other hand it can have a negative impact. To avoid crime in cyberspace, we always emphasize the basic principles that must be known when using the internet. Basic principles in the real world also apply in the virtual world. Healthy and safe use of the internet needs to be instilled from an early age through learning healthy internet...
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The "Empowering Cadres with Psychosocial Education on Postpartum Blues for Postpartum Mothers": Training Psikoeducation on Postpartum Blues
Jurnal Pengabdian Masyarakat Al-Irsyad
Vol 6
, No 1
(2024)
Postpartum blues in mothers can be dangerous for the safety of both the mother and her child if not handled properly. The purpose of this community service is to enhance the knowledge and skills of healthcare workers regarding psychoeducation for postpartum blues in mothers. This community service activity was attended by 20 health cadres. This activity will use counseling methods packaged with information media such as posters and evaluation of the results of the activities carried out. Followi...
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