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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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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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ANALISIS KINERJA KEUANGAN DAERAH KABUPATEN TIMOR TENGAH UTARA
Sanbein, Godeliva Susan
; Oki, Kamilaus Konstance
; Redjo, Paulina Rosna Dewi
; Redjo, Paulina Rosna Dewi
Perwira Journal of Economics and Business
Vol 6
, No 1
(2026)
North Central Timor (TTU) Regency still faces challenges in optimally managing regional potential and remains dependent on central government funding. To increase financial independence, it is crucial for the local government to manage resources efficiently and utilize local potential. The main problem is the low level of regional financial independence in North Central Timor (TTU) Regency. The method used in this study is a quantitative, involving the collection and analysis of numerical data t...
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PENGARUH EPS (EARNING PER SHARE), PER (PRICE EARNING RATIO), NPM (NET PROFIT MARGIN), DAN FINANCIAL DISTRESS TERHADAP HARGA SAHAM
Perwira Journal of Economics and Business
Vol 6
, No 1
(2026)
This study aims to empirically test the effect of EPS (Earning Per Share), PER (Price Earning Ratio), NPM (Net Profit Margin), and Financial Distress on stock prices. The type of research used is quantitative. The population of this study was 31 trading companies in the retail trade subsector listed on the Indonesia Stock Exchange in 2020-2023, while the sample of this study was 12 companies selected using a purposive sampling technique, so that the total sample that can be used for 4 years is 4...
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Literature Review: Analysis of Chatbot Trends in Government Administration
Candrawati, Zerlina Anggun
; Mahaputra, Axel Arwanov Firdaus
; Rachma, Sarah Amelia
; Candrawati, Zerlina Anggun
; Mahaputra, Axel Arwanov Firdaus
; Rachma, Sarah Amelia
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 2
(2026)
In this modern era, governments are required to provided faster, more efficient services that can be accessed anytime and anywhere. Digital transformation encourages governments to introduce service innovations, one of which is through the use of chatbots. Therefore, this study uses a Grounded Theory-based Systematic Literature Review (SLR) approach to map and analyze 100 research related to use of chatbots in the context of government administration, considering the year of publication, type of...
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Analisis Pemanfaatan Canva Pada PAUD Sekolah Alam Jabalussalam Menggunakan Technology Acceptance Model
Asia, Nur
; Joceline, Vanesa Angelica
; Servanda, Yustian
; Indris, Nasruddin Bin
; Asia, Nur
; Joceline, Vanesa Angelica
; Servanda, Yustian
; Indris, Nasruddin Bin
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 2
(2026)
Perkembangan teknologi digital mendorong guru untuk beradaptasi dengan media pembelajaran yang inovatif dan efektif, termasuk pada pendidikan anak usia dini (PAUD). Salah satu aplikasi yang banyak dimanfaatkan adalah Canva sebagai media pembelajaran dan laporan penilaian. Penelitian ini bertujuan untuk menganalisis pemanfaatan aplikasi Canva oleh guru PAUD Sekolah Alam Jabalussalam berdasarkan pendekatan Technology Acceptance Model (TAM). Penelitian ini menggunakan pendekatan kualitatif dengan j...
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