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Comparative Analysis of Multiple Linear Regression and Random Forest in Predicting Student Academic Performance
Digital Business Intelligence Journal
Vol 2
, No 1
(2026)
This study aims to compare the performance of Multiple Linear Regression (MLR) and Random Forest Regression (RFR) in predicting student performance based on academic scores. Student performance is defined as the average of math scores, Reading Scores, and writing scores. This study uses a quantitative approach with a comparative design based on predictive modeling. The data used is secondary data from the Student Prediction dataset obtained through the Kaggle platform, which was processed using...
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PENINGKATAN LITERASI AI DAN EFISIENSI ADMINISTRASI GURU MELALUI MODEL POWERPROMPT GURU DI SMAN 1 SUSUKAN
Saefurrohman, Saefurrohman
; Soelistijadi, R
; Santosa, Dwi Budi
; Noor S, Rina Candra
; Sutanto, Felix Andreas
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 6
, No 1
(2026)
This community service program aims to improve teachers’ skills in utilizing artificial intelligence through prompt engineering at SMAN 1 Susukan, Semarang Regency. The activity was motivated by the high administrative workload and the inconsistent quality of teaching materials in implementing the Merdeka Curriculum. The Powerprompt Guru training emphasized hands-on practice in designing effective prompts using ChatGPT, enabling teachers to produce learning artifacts and school documents more qu...
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TRANSFORMASI STRATEGI PROMOSI DIGITAL UMKM MELALUI PELATIHAN FOTO PRODUK BERBASIS PRAKTIK MEDIA SOSIAL
Muafi, Siti Liza
; Asmiarti, Yufrida
; Kusumaningtyas, Nadya
; Rohman, Farkhan Nur
; Franscikal, Aditya
; Pamungkas, Yoma Bagus
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 6
, No 1
(2026)
Abstract
The development of social media has made visual content a crucial element in MSME promotional strategies. However, many MSME actors still face limitations in producing attractive product photographs that align with the characteristics of social media platforms. This Community Service Program (PKM) aimed to enhance the understanding and skills of MSME actors in Jomblang Subdistrict in product photography to support the optimization of digital promotion. The implementation method employed...
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Analysis Of Digital Learning Media In Physical Education
Journal of Education and Sport Science
Vol 7
, No 1
(2026)
The development of digital technology has driven the transformation of physical education (PJOK) learning from conventional approaches to more interactive and contextual learning. However, the use of digital learning media in PJOK still faces various challenges, both in terms of the media's suitability to students' needs and the readiness of the learning ecosystem. This article aims to analyze the need for digital learning media in physical education based on a literature review of previous rese...
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Deep Learning-based Interactive E-module to Enhance English Learning Motivation in Elementary School
ETERNAL: English Teaching Journal
Vol 17
, No 1
(2026)
This study investigates the impact of a Deep Learning-based interactive e-module on the motivation of primary school students learning English as a foreign language. A quasi-experimental design with a pre-test and post-test control group was employed, involving 60 fifth-grade students in West Java, Indonesia. The experimental group (n=30) used the Deep Learning-based module, while the control group (n=30) received traditional instruction. Motivation levels were measured using a validated questio...
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Undergraduate Students’ English Self-Efficacy and Technology-Assisted Self-Regulated Learning
ETERNAL: English Teaching Journal
Vol 17
, No 1
(2026)
Greater access to learning sources resulting from the advancement of the Internet and information technology helps students regulate their learning habits and achieve specific learning targets, including English language learning. This study analyzed English self-efficacy and technology-assisted self-regulated learning strategies among undergraduate students and how the two variables correlate. A total of 510 undergraduate students at Sam Ratulangi University, Indonesia, participated in the stud...
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Linguistic Grooming in Higher Education: A Forensic Discourse Analysis of Power, Manipulation, and Symbolic Control in Academic Relations
ETERNAL: English Teaching Journal
Vol 17
, No 1
(2026)
This study examines how language operates as a tool of manipulation in academic grooming within Indonesian higher education. Using a qualitative forensic-linguistic approach integrating Critical Discourse Analysis, Speech Act Theory, and Thematic Analysis, it analyses approximately 850 utterances from authentic lecturer–student communications, supplemented by interviews with six victims and one expert. The findings show that grooming unfolds through three interrelated linguistic mechanisms, affe...
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Analysis of Peer Feedback Effects on Students’ Achievement in Writing Fantasy Stories
ETERNAL: English Teaching Journal
Vol 17
, No 1
(2026)
This study aims to examine the effectiveness of peer feedback in improving Grade 11 students’ achievement in writing fantasy stories.. The research used purposive sampling with 36 participants. Employing a mixed-methods approach, the study combines quantitative analysis of pre-test and post-test writing scores with qualitative insights from questionnaires and interviews to examine both the measurable impact and students’ perceptions of peer feedback in writing fantasy stories. Quantitative resul...
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Improving Applied Business Administration Students’ Reading Comprehension and Vocabulary Acquisition by Using Quizlet
ETERNAL: English Teaching Journal
Vol 17
, No 1
(2026)
This study investigates the integration of Quizlet as a digital tool to enhance English reading comprehension and vocabulary acquisition among second-semester Applied Business Administration students at Politeknik Negeri Ambon. The study addresses the urgent need to support ESP students who often struggle with discipline-specific reading due to limited academic vocabulary and low engagement, particularly in vocational higher education contexts. Using a mixed-methods design, data were collected f...
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Assessing Speaking Skills in English Matriculation Classes: Challenges and Strategies
ETERNAL: English Teaching Journal
Vol 17
, No 1
(2026)
This research revealed two main issues regarding speaking assessment, that is students’ low speaking confidence and low vocabulary mastery. These two issues hampered students in delivering their ideas fluently and do not speak well in the speaking assessment. To solve the problems, the researcher employed some strategies. This study aimed at describing the problems of the learners and the approaches used by the teacher in carrying out speaking tests in a matriculation class of MAN 1 Blitar. Qual...
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