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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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ANALISIS PERBANDINGAN MODEL TAFFLER, GROVER DAN ZMIJEWSKI DALAM MEMPREDIKSI KEBANGKRUTAN
Perwira Journal of Economics and Business
Vol 6
, No 1
(2026)
This study aims to determine bankruptcy prediction using the Taffler, Grover, and Zmijewski models for food and beverage companies listed on the Indonesia Stock Exchange for the 2020-2023 period. This study is a quantitative study using secondary data published by the Indonesia Stock Exchange. The research sample consisted of 20 companies. The data collection method used documentation methods with data analysis of bankruptcy prediction calculations using the Taffler, Grover, and Zmijewski models...
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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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PEMBERDAYAAN IBU-IBU PKK MELALUI EDUKASI DAN SOSIALISASI BANK SAMPAH BERBASIS MASYARAKAT
Puspita, Maria Entina
; Nurrahmawati, Dwi
; Hidayat, Fajar
; Krisnadwiva, Krisnadwiva
; Puspita, Maria Entina
Perwira Journal of Community Development
Vol 6
, No 1
(2026)
This activity aims to provide education and socialization of community-based waste management through waste banks to PKK group mothers in RT 15 RW 5 Kutowinangun Lor, Tingkir, Salatiga City. Education and socialization activities are carried out through presentations by speakers from the Salatiga Waste Bank (BSI), as well as discussions and simulations. The target of this Community Service activity is the PKK group mothers in RT 15 RW 5 Kutowinangun Lor, Tingkir, Salatiga City. Through this educ...
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Analisis Pegaruh Kebijakan Pajak, Norma Subjektif dan Kinerja Keuangan terhadap Kepatuhan Pajak UMKM di Kota Semarang
KOMPAK : Jurnal Ilmiah Komputerisasi Akuntansi
Vol 19
, No 1
(2026)
Taxes play a vital role as the primary source of state revenue and a key instrument for financing national development through the State Budget (APBN). This study aims to analyze the determinants of tax compliance among Micro, Small, and Medium Enterprise (MSME) taxpayers in Semarang City, with a particular focus on the effects of tax policy, subjective norms, and financial performance. A quantitative associative approach was employed, using primary data collected through questionnaires distribu...
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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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