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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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PERBAIKAN KOMPUTER DAN PRINTER UNTUK MENINGKATKAN MUTU PELAYANAN SEKOLAH PADA MIS AL-ISLAMIYAH BATU PUTIH DESA ALILA TIMUR KECAMATAN KABOLA, KABUPATEN ALOR-NTT
Karsa, Karolina
; Potmo, Nimrot Ambrosius
; Botau, Merari
; Laure, Junaldi
; Padahana, Melisa Asnat
; Maniyeni, Ishak
; Molina, Jon Idrison
; Selly, Julminggu J.
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 6
, No 1
(2026)
The development of information technology requires educational institutions to have adequate facilities to support administrative services and learning activities. However, limited technological infrastructure remains a challenge for schools in rural areas, including MIS Al-Islamiyah Batu Putih, Alila Timur Village, Kabola District, Alor Regency. This community service activity aims to improve school service quality through the repair of damaged computers and printers. The implementation method...
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PELATIHAN MICROSOFT EXCEL 2016 DI MIS AL-ISLAMIYAH BATU PUTIH DESA ALILA TIMUR, KABUPATEN ALOR-NTT
Klakik, Karel L.
; Samiun, Isnainin
; Maata, Kornelis
; Kupeilang, Menase
; Rais, Inang Aulia
; Molina, Jon Idrison
; Selly, Julminggu J.
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 6
, No 1
(2026)
Digital literacy development at the primary education level is essential in response to rapid advances in information technology. One fundamental skill required is data processing using Microsoft Excel 2016. This community service activity aimed to improve the knowledge and skills of students at MIS Al-Islamiyah Batu Putih, Alila Timur Village, Alor Regency–NTT, in using Microsoft Excel 2016. The training employed lecture sessions, demonstrations, hands-on practice, discussions, and evaluations...
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PELATIHAN PENGGUNAAN MICROSOFT WORD PADA SISWA/SISWI DI MIS AL-ISLAMIAH BATU PUTIH, DESA ALILA TIMUR KABUPATEN ALOR, PROVINSI NTT
Lengmani, Isah E
; Ailabui, Maria
; Laaduka, Mikae
; Nenu, Muhammad A.
; Gegung, Kornelius
; Molina, Jon Idrison
; Selly, Julminggu J.
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 6
, No 1
(2026)
The rapid development of information technology requires elementary school students to possess basic computer and word-processing skills. Microsoft Office Word is widely used in educational and administrative activities; however, initial observations revealed that many students at MIS Al-Islamiah Batu Putih lacked basic knowledge of this application. This community service activity aimed to improve students’ digital literacy and skills in using Microsoft Office Word 2016 through a structured tra...
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Pre-Service EFL Teachers’ Perceptions of Formative Assessment Literacy in Indonesian
ETERNAL: English Teaching Journal
Vol 17
, No 1
(2026)
The current study investigates the formative assessment literacy of Indonesian pre-service English teachers by adopting a sequential mixed-method approach. The survey data revealed that participants had a moderate level of formative assessment literacy (M = 3.02), with varying scores across three components. The conceptual domain scored the highest (M = 3.12), followed by the socio-emotional domain (M = 2.98) and the practical domain (M = 2.96). The second finding gained from the second part of...
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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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Digital Storytelling with Scratch as a Pedagogical Tool to Enhance Reading Comprehension
ETERNAL: English Teaching Journal
Vol 17
, No 1
(2026)
Reading comprehension is a foundational skill underpinning students’ success in language learning, critical thinking, and academic achievement. However, many EFL learners experience difficulties engaging with extended and complex texts when reading instruction lacks creative and multimodal elements. This classroom-based study explores undergraduate English Literature students’ perceptions of using Scratch-based digital storytelling in a reading course at the English Literature Department of the...
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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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Development of STEM-Based Interactive Learning Media for Critical Thinking Skills in Renewable Energy: Solar Power Plants
Lontar Physics Today
Vol 5
, No 1
(2026)
This study aims to develop an interactive STEM-based learning media on renewable energy-Solar Power Plant, to train high school students' critical thinking skills. The development of learning media in this study is development research that focuses on the stages of media design, media development, expert validation, and implementation through limited trials. Data collection was conducted through questionnaires. The validity of the learning media was assessed by experts at the development stage a...
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