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Menampilkan 1–5 dari 5 artikel
Evaluating Explainable Artificial Intelligence Methods for Interpretable Machine Learning Models in Large Scale Enterprise Data Analytics Systems
Indra Ava Dianta
; Greget Widhiati
; Andreas Tigor Oktaga
Big Data Analytics and Data Science
Vol 1
, No 1
(2026)
Explainable Artificial Intelligence (XAI) has become a critical area of research within artificial intelligence, focusing on improving the transparency and interpretability of machine learning (ML) models, often referred to as "black-box" models. The need for XAI techniques arises from the inherent complexity of ML models, which can make their decision-making processes difficult for users to understand. This study investigates various XAI techniques, including LIME (Local Interpretable Model-agn...
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Analisis Prioritas Platform E-Commerce Bagi Generasi Z Menggunakan Metode SAW
Andreas Tigor Oktaga
; Agus Ariawan
JURNAL EKONOMI MANAJEMEN AKUNTANSI
Vol 30
, No 2
(2024)
This study analyzes e-commerce platform preferences for digital marketing strategies among Generation Z students at the Institut Teknologi dan Bisnis Semarang using the Simple Additive Weighting (SAW) method. By evaluating four platforms (Tokopedia, Lazada, Shopee, TikTok) based on ease of use (25%), user experience (25%), promotions (15%), transaction security (15%), and product completeness (15%), the results show that Shopee leads (0.9333) with the best interface and features. TikTok (0.9080)...
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Implementation of a Web-Based Marriage Registration and Referral Information System at the Bandungan Sub-District Religious Affairs Office
Dheavita Reza Artamevia
; Aji Priyambodo
; Marsiska Ariesta Putri
; Andreas Tigor Oktaga
Proceeding of the International Conference on Electrical Engineering and Informatics
Vol 1
, No 2
(2024)
The purpose of this research is to build a web-based information system for the Bandungan Sub-district Religious Affairs Office (KUA) that covers marriage registration, referral applications and receipt of marriage registration and referral reports. The research method used is the Research and Development (R&D) method. The R&D method is a research method used to produce certain products and test the effectiveness of these methods. In addition, this research uses the proven waterfall theo...
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Development of a Web-Based Information System in Kebondowo Village
Heluy Tiana Rosa
; Aji Priyambodo
; Andreas Tigor Oktaga
Proceeding of the International Conference on Electrical Engineering and Informatics
Vol 1
, No 2
(2024)
This research aims to develop a web-based information system at the Kebondowo village office. This research was conducted by analyzing the extent to which the Kebondowo Village Office uses an effective information system. This system development uses PHP, HTML and MySQL programming languages with the waterfall model method with several stages, namely requirements analysis, design, development, testing, and maintenance. The results of the study can be concluded that the Kebondowo Village Informat...
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Green Entrepreneurship in Islamic Perspective: Building Sustainable Innovation Based on Ethical and Environmental Values
Andreas Tigor Oktaga
; Ahmad Dwi Nurdiyanto
; Gulrukh Tukhlieva
International Journal of Islamic and Economic Education
Vol 1
, No 3
(2024)
This research explores the integration of Islamic values into sustainable entrepreneurship, focusing on Muslim entrepreneurs who incorporate green innovation practices in their businesses. Despite growing awareness of sustainability, many Muslim entrepreneurs face challenges in aligning Islamic ethical principles with modern green business practices. This study aims to identify key Islamic values that guide sustainable entrepreneurship and analyze how faith-based motivations foster a culture of...
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