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Comparison of Naive Bayes and Support Vector Machine (SVM) Methods in Female Daily Skincare Sentiment Analysis: Perbandingan Metode Naive Bayes dan Support Vector Machine (SVM) dalam Analisis Sentimen Skincare Female Daily
RADIANT: Journal of Applied, Social, and Education Studies
Vol 6
, No 2
(2025)
The development of the beauty industry in Indonesia has increased significantly, along with the high participation of consumers in providing online reviews, especially through the Female Daily platform. These reviews contain opinions that can be analyzed to determine consumer sentiment towards a product. This study seeks to perform sentiment analysis on beauty product reviews by applying two text classification techniques: Support Vector Machine (SVM) and Naive Bayes. The research stages include...
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Implementation of Deep Learning Approaches: Challenges and Solutions for Teachers: Implementasi Pendekatan Deep Learning: Tantangan dan Solusi Bagi Guru
RADIANT: Journal of Applied, Social, and Education Studies
Vol 6
, No 2
(2025)
Abstract
This study aims to analyze the implementation of the deep learning approach and identify challenges and solutions in its application at Islamic Elementary Schools (Madrasah Ibtidaiyah) in Central Java Province. This study employs a descriptive qualitative approach. Data were collected through in-depth interviews, direct observation, and document analysis. The research subjects consist of teachers at Madrasah Ibtidaiyah located in the Central Java Province. The findings reveal that deep...
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Examining the Four-Stage Writing Process and Students’ Learning Outcomes in EFL Setting
Scripta : English Department Journal
Vol 12
, No 1
(2025)
This study examines the implementation of the four-stage writing process—prewriting, organizing, drafting, and revising—and its impact on students’ learning outcomes in an EFL writing classroom at the senior high school level. Using qualitative methods, including classroom observation, student interviews, and document analysis, the study highlights the teacher’s role in facilitating the writing process through clear instruction and both individual and whole-class feedback, guided by a process-ba...
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Tata Kelola Pemerintah dalam Penanggulangan Kondisi Bencana Banjir di Kawasan Permukiman Pahandut Seberang
Public Service And Governance Journal
Vol 6
, No 1
(2025)
This research aims to find out the Governance of the Government in Overcoming Flood Disaster Conditions in the Pahandut Seberang Settlement Kawasam. The research method used in this research is descriptive method. Data was collected through field observations. This research was conducted in Pahandut Seberang Village, Palangka Raya City, Central Kalimantan Province. Based on existing data as a research site in flood-affected areas in Pahandut Seberang Village at the location of residents in RT 02...
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Penguatan Kapasitas Kelembagaan Kecamatan dalam Meningkatkan SDM untuk Pelayanan Publik di Kecamatan Rambutan-Banyuasin
Public Service And Governance Journal
Vol 6
, No 1
(2025)
This study examines the importance of strengthening institutional capacity at the sub-district level to improve the quality of human resources (HR) among government officials in order to enhance public service delivery in Banyuasin Regency. As the frontline in the implementation of public services, sub-districts play a crucial role due to their direct interaction with the community. The main issue in this research is the low effectiveness of public services caused by limited institutional capaci...
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English Teachers’ Challenge in Implementing Merdeka Curriculum at Islamic Boarding School
Scripta : English Department Journal
Vol 12
, No 1
(2025)
The implementation of the Merdeka Curriculum in Islamic boarding schools presents unique challenges for English language teachers. While much research has focused on the Merdeka Curriculum in general education, studies on its application in pesantren, especially in English language teaching (ELT), remain limited. This research gap is significant, as pesantren play a crucial role in Indonesia’s education system. This study examines the challenges faced by teachers in designing lesson plans,...
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Pengembangan Media Pembelajaran Pop Up Book Materi Kearifan Lokal Budaya Nusantara
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 4
, No 2
(2025)
This research aims to develop a pop-up book-based learning media to introduce local wisdom of Indonesian culture to the younger generation. Local wisdom, as an inheritance of knowledge and values from our ancestors, is a national identity that is increasingly poorly understood by the current generation. Therefore, an interesting, creative, and interactive learning media innovation is needed. Pop-up books were chosen because of their ability to present material visually, lively, and allow student...
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Sinergi Kader Posyandu Dan Sanitasi Lingkungan Dalam Upaya Penurunan Stunting di Kelurahan Tanjung Mas Kota Semarang
Public Service And Governance Journal
Vol 6
, No 2
(2025)
<p style="text-align: justify;"><em>This study aims to analyze the synergy between posyandu cadres and environmental sanitation in reducing stunting rates in Tanjung Mas Sub-District, Semarang City. Using a qualitative approach and data collected through observation, interviews, and documentation over the past two years (2023&ndash;2024), the research found that community-based interventions through active posyandu cadres, along with improved environmental sanitation, significant...
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Street Level Bureaucracy Dalam Pelaksanaan Penanganan Stunting di Kabupaten Sidoarjo
Public Service And Governance Journal
Vol 6
, No 2
(2025)
Street-level bureaucracy refers to the role of frontline bureaucrats who directly engage with the public in the implementation of public policies, including stunting management. In Sidoarjo Regency, stunting remains a critical public health issue with long-term implications for human capital development, despite the government’s continuous efforts to reduce its prevalence. Actors such as posyandu cadres, health center personnel, and officials from the District Health Office serve as the front li...
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Dampak Media Sosial terhadap Kejujuran Remaja pada Orang Tua di Desa Stabat Lama Barat
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 4
, No 2
(2025)
This study uses a qualitative method with a descriptive approach to examine the impact of social media on the honesty of teenagers toward their parents in Stabat Lama Barat Village. The aim of this research is to describe the extent to which the use of social media influences teenagers’ honest behavior in communication and interaction with their parents. In an increasingly advanced digital era, social media is not only a source of entertainment but also has a significant influence on character d...
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