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Comparative Evaluation of Automatic Labeling and Modeling Strategies for Indonesian Sentiment Analysis: Methodology and Performance Evaluation
Latifa, Khoiriya
; Agung Handayanto
; Nur Latifah Dwi M.S
; Rahul Bhandari
; Ton Nguyen Trong Hien
; Doston Pirnazarov
Sentiment analysis is vital for understanding consumer perception, yet Indonesian sentiment classification faces challenges due to labeled data scarcity and computational constraints. This study advances automatic labeling techniques and establishes performance benchmarks for Indonesian text. The research compares two labeling approaches InSet Lexicon and IndoBERT based Hugging Face pipeline on 8,447 Tapera-related opinions. Results show InSet Lexicon produced a highly skewed distribution (89.66...
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Implementation of Project-Based Learning (PjBL) Assisted by Geogebra Application to Improve Students’ Spatial Abilities
The purpose of this study was to determine whether the implementation of the Geogebra-assisted Project Based Learning (PjBL) model has an impact on improving students' spatial abilities or not. Quantitative method with experiments was used in this study. The sample used was class B and C students of Mathematics Education IAIN Kudus class of 2022/2023 who were selected through cluster random sampling techniques. To determine the level of effectiveness, pretest and posttest instruments were given...
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Implementing ‘De KeLuVa’ Media Based on the Tri-N Approach to Improve Cognitive Learning Outcomes of Fourth Grade Elementary Students
Education plays an important role in developing students’ character, intellectual abilities, and problem-solving skills, particularly in mathematics education. However, mathematics learning in elementary schools is often dominated by teacher-centered instruction, resulting in low student engagement and cognitive learning outcomes. Therefore, this study aimed to analyze the implementation of De KeLuVa media based on the Tri-N approach (Niteni, Nirokke, and Nambahi) to improve fourth-grade student...
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Exploring Mathematics Teachers’ Perceptions of ChatGPT for Personalized Learning and Technology Dependence
The development of artificial intelligence, particularly ChatGPT, has begun to influence mathematics learning in classrooms. This technology is not only used as a learning support tool but also affects how teachers teach and how students understand mathematical concepts. This study aims to analyze the effectiveness of ChatGPT in mathematics learning, its benefits and challenges, and the potential for technology dependence based on mathematics teachers’ perspectives. This study employed a System...
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Design and Development of an Android-Based Basic Mathematics Learning Information System for Elementary School Students
Hidayah , Wandini Nurul
; Abdul Haq, M Taufiq
; Marsehan, Ahmad
; Hidayah , Wandini Nurul
; Abdul Haq, M Taufiq
; Marsehan, Ahmad
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 3
, No 1
(2026)
Penelitian ini bertujuan mengembangkan aplikasi simulasi matematika dasar berbasis Android sebagai media pembelajaran interaktif bagi siswa sekolah dasar. Penelitian dilatarbelakangi oleh rendahnya keterlibatan siswa dan kesulitan siswa dalam memahami konsep aritmatika dasar melalui metode pembelajaran konvensional. Aplikasi dirancang dengan mengintegrasikan modul latihan, permainan edukatif dengan tingkat kesulitan bertahap, serta sistem penghargaan berbasis pencapaian untuk meningkatkan motiva...
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Penginputan Data Nilai Kinerja Individu dan Pengembangan Frontend IHSAN POS untuk Tenaga Kerja Profesional Perusahaan
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 3
, No 1
(2026)
Penerapan sistem manajemen kinerja karyawan di PT Pos Indonesia, khususnya pada Divisi Human Capital Development, sebelumnya masih mengandalkan sistem manual berbasis spreadsheet. Proses manual ini rentan terhadap kesalahan manusia (human error), ketidakkonsistenan data, serta ketidakefisienan dalam pemantauan metrik kinerja individu. Penelitian ini bertujuan untuk mendigitalisasi proses manajemen kinerja dengan mengembangkan sistem berbasis web bernama IHSAN POS (Performance Management System)...
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Strategi Pemberdayaan UMKM Berbasis Ekonomi Syariah dalam Mendukung Penguatan Ekonomi Lokal: Oishi Dimsum di Kota Bengkulu
DHARMA EKONOMI
(2026)
Micro, Small, and Medium Enterprises (MSMEs) play a strategic role in strengthening the local economy through job creation and increasing community income. In the perspective of Islamic economics, MSME empowerment is not only profit-oriented but also emphasizes values such as justice, honesty, and transparency in business activities. However, studies on Islamic economic-based MSME empowerment strategies in the local culinary sector, particularly among micro-scale businesses in regions such as Be...
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AGE-FRIENDLY REPRODUCTIVE HEALTH EDUCATION PROGRAM FOR EARLY PRE-TEENAGERS
Jurnal Pengabdian Multidisiplin dan Pemberdayaan Masyarakat: Abdikes Trada
Vol 3
, No 1
(2026)
This community service programme aims to improve early adolescents' knowledge of reproductive health through age-appropriate education. The activity was carried out on 20 children aged 10–12 years who are members of PMR Mula at PMI Semarang City using a one group pre-test–post-test design. Education was provided through interactive lectures, discussions, educational games, and visual media. The results showed a significant increase in participants' understanding of physical changes, psychologica...
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Perancangan Desain Kemasan Laras Food untuk Meningkatkan Daya Tarik Konsumen sebagai Media Promosi
Citrakara
Vol 8
, No 1
(2026)
Pada zaman yang serba cepat seperti era globalisasi, memberikan efek terhadap perilaku manusia yang lebih memilih untuk mempermudah aktivitas kehidupan sehari-hari. Kebanyakan dari mereka lebih memilih untuk mengkonsumsi makanan cepat saji, salah satunya Frozen Food. Merek Frozen Food di Indonesia sangat beragam, salah satunya Laras Food. Laras Food menjual berbagai menu dimsum yang memiliki beragam jenis gramasi, dan tentunya memiliki rasa yang nikmat serta terjamin kualitasnya. Namun desain ke...
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Strengthening Quranic Literacy as an Effort to Nurture a Generation of Strong Believers at SMK Muhammadiyah 5 Surakarta
Maksum, Muh. Nur Rochim Maksum
; Hanif, Hanif Sunni Gunawan
; Abu, Aboubacar Barry
; Pangestu, Febri Bekti
; Mufidatul Azizah
; Dini Zakia Zahra
Abdi Psikonomi
(2026)
Abstract
This study aims to explore the enhancement of Qur’anic literacy as an effort to nurture the Al-Mu’min Al-Qowiy generation at SMK Muhammadiyah 5 Surakarta. The Qur’anic literacy program implemented at this school focuses not only on reading and memorization skills but also on a deep understanding of the meanings of Qur’anic verses and their application in daily life. The method used in this study is descriptive qualitative, employing data collection techniques such as interviews, observa...
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