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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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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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The Effectiveness of Physical Exercise on Level of Symptom and Quality of Life in Primary Dysmenorrhea in Adolescent in Denpasar
Gaster
Vol 22
, No 1
(2024)
Background: young women often experience various problems including pain during menstruation. Menstrual pain which is called dysmenorrhea is pain in the stomach or uterus, pain that occurs together with the onset of menstruation which occurs several hours to days. The incidence of primary dysmenorrhea will influence and have a major impact on the quality of life of these adolescents.
Purpose: This study aims to prove the effectiveness of physical exercises in the form of abdominal stretching and...
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Kajian Peranan Sektor Ekonomi Basis Terhadap Produk Domestik Regional Bruto (PDRB) Kabupaten Lamongan Tahun 2022
Wawasan : Jurnal Ilmu Manajemen, Ekonomi dan Kewirausahan
Vol 2
, No 2
(2024)
The improving condition of the regional economy can be seen through economic growth, of course this cannot be separated from the support of an increase in investment value. Lamongan Regency's long-term economic development aims to increase sustainable economic growth by providing investment opportunities for investors. A good investment climate is needed by investors so that their investments have a positive impact. Regional economic development hopes to have good progress and can increase the G...
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EXPLORING THE EVOLUTION OF FAIRNESS TRAITS AMONG STUDENTS: A COMPARATIVE ANALYSIS IN CENTRAL JAVA AND LAMPUNG PROVINCE
COUNSENESIA Indonesian Journal of Guidance and Counseling
Vol 4
, No 2
(2023)
This research aims to elucidate the evolution of fairness character among students in Central Java and Lampung, while also investigating the impact of the environment on this developmental process. Employing a quantitative descriptive method and ANACOVA test, the researchers examine how the environment (domicile) influences the development of students' fairness character. The data collection encompasses various aspects of fairness character development, as defined by experts, including 1) utiliz...
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Keterampilan Guru Dalam Merancang LKS Di SDN 060909 Medan Denai
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 3
, No 1
(2023)
This article aims to find out about teacher skills in designing a student worksheet (LKS) at SDN 060909 Medan Denai. The method used by researchers is a qualitative research method using interview and observation data collection techniques for one research subject, namely the class 1 teacher at SDN 060909 Medan Denai. Using interview and observation data collection techniques. The research results show that the teacher's skills in designing a student worksheet are good. It can be seen from the t...
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OPTIMASI SURFAKTAN DAN KOSURFAKTAN TERHADAP KARAKTERISTIK DAN KESTABILAN EMULGEL MINYAK SEREH (Cymbopogon citratus)
Jurnal Inovasi Teknik Kimia
Vol 8
, No 3
(2023)
Sereh dapur (Cymbopogon citratus) merupakan tanaman famili Poaceae penghasil minyak atsiri sebagai bahan baku parfum, antiseptik, kosmetik, obat-obatan, dan penyedap masakan. Penelitian ini bertujuan untuk membuat sediaan emulgel minyak sereh menggunakan metode homogenisasi menggunakan homogenizer yang diharapkan dapat meningkatkan stabilitas fisik. Dalam penelitian ini, emulsi dilakukan dengan tiga variabel bebas yaitu, waktu pengadukan (10 menit, 15 menit, dan 20 menit), kecepatan pengadukan (...
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PENINGKATAN PENGETAHUAN KADER STUNTING DI WILAYAH BINAAN PUSKESMAS BRINGIN MELALUI EDUKASI BERBASIS DIGITAL DENGAN METODE BRAINSTORMING DI ERA GLOBALISASI DALAM PENCEGAHAN STUNTING
Gemassika: Jurnal Pengabdian Kepada Masyarakat
Vol 7
, No 2
(2023)
Stunting is a condition of failure to grow to achieve normal growth due to poor nutritional status in a long period of time. In the preliminary study, there were 5 children under two who were stunted at the Bringin Health Center and it was found that there was a lack of training and knowledge of cadres related to stunting. PkM participants are Stunting Cadres assisted by Bringin Community Health Center. The purpose of this PkM activity is to increase the knowledge of stunting cadres through digi...
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