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Comparison of Multiple Linear Regression and Random Forest for Predicting Student Final Grades Using Google Colab
Digital Business Intelligence Journal
Vol 2
, No 1
(2026)
A student's learning success is largely determined by their academic evaluation. Estimating a student's final grade can assist educational institutions in conducting initial assessments of academic achievement. This study aims to analyze the performance of the Multiple Linear Regression (MLR) and Random Forest (RF) algorithms in predicting students' final grades using Google Colab. This research method uses a quantitative approach using secondary data that includes age, mid-term exam scores, fin...
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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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DIGITALISASI MANAJEMEN PERSEDIAAN UMKM MELALUI IMPLEMENTASI ERP ODOO PADA SESERAHAN HANALUNA PEMALANG
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 6
, No 1
(2026)
Inventory management is a crucial aspect in ensuring the smooth operation of business activities, yet many micro, small, and medium enterprises (MSMEs) still rely on manual recording systems that are prone to errors and inefficiencies. Enterprise Resource Planning (ERP) systems such as Odoo provide an integrated platform to automate the recording, monitoring, and reporting of inventory transactions in real-time. This community service project was conducted at Seserahan Hanaluna, an MSME in Pemal...
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PENDAMPINGAN PENINGKATAN KOMPETENSI GURU MGMP REKAYASA PERANGKAT LUNAK DALAM PEMANFAATAN TEKNOLOGI KECERDASAN BUATAN UNTUK PEMBELAJARAN
Sulastri, Sulastri
; Zuliarso, Eri
; Diartono, Dwi Agus
; Utomo, Agus Prasetyo
; Hadikurniawati, Wiwien
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 6
, No 1
(2026)
Di era digital, guru Musyawarah Guru Mata Pelajaran (MGMP) Rekayasa Perangkat Lunak (RPL) menghadapi tantangan dalam mengoptimalkan Kecerdasan Buatan (AI) karena keterbatasan pemahaman dan pelatihan yang aplikatif. Kegiatan pengabdian ini bertujuan untuk meningkatkan literasi teknologi dan kompetensi praktis guru MGMP RPL dalam mengimplementasikan AI (seperti ChatGPT, Canva AI) dan platform digital untuk menciptakan pembelajaran inovatif sesuai Kurikulum Merdeka. Program ini dilaksanakan d...
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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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Enhancing Speaking Skills through Digital Storytelling: A case study
ETERNAL: English Teaching Journal
Vol 17
, No 1
(2026)
This research assessed how digital storytelling (DST) could enhance the junior high school students' oral proficiency skills in speaking the English language in the context of Islamic schooling in Indonesia. The research deployed a quasi – experimental design within the context of an Islamic school setting. The sample consisted of 64 students. 31 students comprised the experimental class who received instruction through the use of DST while 33 students made the control class who were taught usin...
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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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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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