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Prediction of Unselling Menu Items for Bundling and Promotion Strategies in Cafés Using Decision Tree Algorithm
Karubun, Fheisyach Artianshal
; Kluman, Didaktus Baptista
; Febriansyah, Rahul
; Pali, Putra Emanuel
; Satia, Aldo Yunus Lazarus
; Sutejo, Heru
; Karubun, Fheisyach Artianshal
; Kluman, Didaktus Baptista
; Febriansyah, Rahul
; Pali, Putra Emanuel
; Satia, Aldo Yunus Lazarus
; Sutejo, Heru
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 1
(2025)
Industri café di Indonesia menghadapi tantangan dalam mengelola menu yang tidak laris, yang dapat menimbulkan kerugian akibat penumpukan bahan baku dan inefisiensi operasional. Penelitian ini bertujuan untuk memprediksi menu tidak laris menggunakan algoritma Decision Tree sebagai dasar penyusunan strategi bundling dan promosi yang efektif di café. Metode penelitian menggunakan pendekatan Knowledge Discovery in Database (KDD) yang mencakup tahapan seleksi data, pra-pemrosesan, transformasi, data...
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Pengaruh Ukuran Perusahaan, Pertumbuhan Aset, Struktur Aset, Tingkat Utang, dan Perputaran Total Aset Terhadap Profitabilitas
KOMPAK : Jurnal Ilmiah Komputerisasi Akuntansi
Vol 18
, No 2
(2025)
This study examines how company size, asset growth, tangibility, leverage, and total asset turnover affect profitability in consumer manufacturing companies listed on the Indonesia Stock Exchange from 2019 to 2023, using secondary data collected via purposive sampling. The independent variables in this study include the natural logarithm of total assets, asset growth (this year’s total assets relative to the previous year), and tangibility (the fixed asset ratio to total assets). Leverage uses t...
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Pengaruh Profitabilitas, Leverage, dan Likuiditas terhadap Nilai Perusahaan pada Perusahaan Sub Sektor Food and Beverage yang Terdaftar di BEI Tahun 2020-2024
KOMPAK : Jurnal Ilmiah Komputerisasi Akuntansi
Vol 18
, No 2
(2025)
This study aims to analyze the effect of profitability, leverage, and liquidity on firm value in food and beverage sub-sector companies listed on the Indonesia Stock Exchange (IDX) for the 2020–2024 period. Profitability is measured by Return On Assets (ROA), leverage by Debt to Equity Ratio (DER), and liquidity by Current Ratio (CR), while firm value is proxied by Price to Book Value (PBV). The study employs a quantitative approach using multiple linear regression analysis. The sample consists...
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Pengaruh Profitabilitas, Leverage, Likuiditas, dan Cash Flow Shock Terhadap Financial Distress
KOMPAK : Jurnal Ilmiah Komputerisasi Akuntansi
Vol 18
, No 2
(2025)
This study aims to evaluate the effects of profitability, leverage, liquidity, and cash-flow shocks on the financial distress of companies in the hotel, restaurant, and tourism subsector listed on the Indonesia Stock Exchange during the period 2021 to 2024. The research approach employed is quantitative, using logistic regression analysis. The data analyzed are secondary data obtained from the annual financial statements of the respective companies. The results of the study indicate that, simult...
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Pengaruh Sales Growth, Capital Intensity, Earnings Management Terhadap Tax Avoidance: Moderasi Company Size
KOMPAK : Jurnal Ilmiah Komputerisasi Akuntansi
Vol 18
, No 2
(2025)
Tax avoidance can be detrimental to the country because it reduces the state's revenue. This study aims to analyze the effect of sales growth, capital intensity, and earnings management on tax avoidance with company size as a moderating variable. The population of this study comprises 221 manufacturing companies listed on the IDX in 2020-2024, with a sample of 64 companies selected via purposive sampling based on specific criteria, yielding a total of 320 observations analyzed using panel data r...
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Analisis Perilaku Lentur Balok Beton Bertulang Dengan Tulangan Glass Fiber Reinforced Polymer
Aldhino Septian Yoga Utama
; Pangestu, Agam
; Fajar Fisabilillah, Rafli
; Aufa Azmi Thahir, Muhammad
; Kanti Pangestuti, Endah
; Kusuma Anggraini, Nurti
Jurnal Teknik Sipil
Vol 18
, No 2
(2025)
Penelitian ini menganalisis perilaku lentur balok beton bertulang dengan tulangan Glass Fiber Reinforced Polymer (GFRP) dibandingkan tulangan baja konvensional, ditinjau dari beban maksimum, lendutan maksimum, dan pola keruntuhan. Pengujian eksperimental dilakukan pada balok beton mutu K-225 berdimensi 150 × 150 × 600 mm menggunakan metode pembebanan dua titik. Benda uji terdiri atas balok kontrol (BKA dan BKB) serta balok variasi (BVA dan BVB). Hasil pengujian menunjukkan bahwa balok bertulanga...
Sumber Asli
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Pendampingan Pembelajaran Kelas Rangkap melalui Pemanfaatan Game Edukatif Blooket di Sanggar Bimbingan Malaysia
Buletin KKN Pendidikan
Vol 7
, No 2
(2025)
Pemanfaatan media pembelajaran berbasis game edukatif merupakan salah satu inovasi yang relevan untuk menjawab tantangan pembelajaran di era digital, khususnya pada kondisi kelas rangkap dengan keterbatasan sumber daya. Media game edukatif berfungsi sebagai alat pedagogis yang mampu meningkatkan motivasi belajar dan keefektifan proses pembelajaran. Kegiatan pengabdian kepada masyarakat ini bertujuan untuk mendeskripsikan penerapan media pembelajaran game edukatif Blooket dalam meningkatkan motiv...
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Sistem Rekomendasi Snack and Beverages Menggunakan Metode Item Based Collaboration Filtering
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 18
, No 2
(2025)
In today's digital era, recommendation systems have become an integral part of supporting consumer purchasing decisions, including in the food and beverage industry. This study aims to develop a product recommendation system for snacks and beverages using the item-based collaborative filtering method. This method was chosen due to its ability to handle large-scale user and product data, as well as its efficiency in providing relevant recommendations based on user consumption patterns. In this st...
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Service Quality On User Satisfaction With The MyTelkomsel E-Service Mobile Application
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 18
, No 2
(2025)
This study aims to gain an in-depth understanding of the influence of user experience and e-service quality on user satisfaction with the MyTelkomsel mobile application. This research was conducted using a descriptive qualitative method along with data collection techniques in the form of semi-structured interviews and direct observation of active users of the MyTelkomsel application in the city of Medan. Data was obtained from 10 informants selected using purposive sampling techniques, supporte...
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Sistem Pengarsipan Dan Monitoring Surat Menyurat Di Dinas Pendidikan Gresik
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 18
, No 2
(2025)
The manual archiving process within the Gresik Education Office continues to encounter significant challenges, including difficulties in correspondence tracking, document misplacement, and inefficiencies in disposition management. To address these issues, this study proposes the design and implementation of a Web-Based Archiving and Correspondence Monitoring System developed using the Waterfall methodology. The system aims to facilitate the digital transformation of administrative correspondence...
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