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Hybrid Apriori–MST Framework for Revealing the Structural Backbone of Consumer Purchase Patterns
Jurnal Elektronika dan Komputer
Vol 18
, No 2
(2026)
Traditional association rule analysis is effective at uncovering co-purchase patterns but fails to provide a global structural view of the market, which often results in fragmented and isolated insights. This study proposes a hybrid framework that integrates the Apriori algorithm with a Minimum Spanning Tree (MST) in order to validate and contextualize association rules within a single structural backbone. Transaction data from a retail store are transformed into a weighted, undirected product g...
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Analisis Performansi Pendekatan Machine Learning Pada Deteksi Penyakit Daun Tanaman Kopi
Purnomo, Rosyana Fitria
; Purnomo, Rosyana Fitria
; Yodhi Yuniarthe
; Hilda Dwi Yunita
; Fatimah Fahurian
; Ahmad Ikhwan
Jurnal Elektronika dan Komputer
Vol 18
, No 2
(2026)
Detection and identification of plant diseases is critical to the success and efficiency of agricultural production. Plant disease outbreaks are becoming more frequent throughout the world, and the presence of these diseases in cultivated plants has a significant impact on productivity. Therefore, researchers are focusing on developing effective and reliable plant disease detection methods. Thus, farmers can take advantage of early detection of this disease to minimize future losses. This articl...
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Pengaruh Penetapan Kompensasi terhadap Daya Tarik Perusahaan di Kalangan Gen Z
Wawasan : Jurnal Ilmu Manajemen, Ekonomi dan Kewirausahan
Vol 4
, No 1
(2026)
The growing presence of Generation Z in the labor market has intensified competition among companies to attract young talent. Compensation is considered a key factor influencing employer attractiveness, particularly amid financial vulnerability and rising demands for pay transparency. This study examines the role of compensation in shaping company attractiveness toward Generation Z using a literature review approach with a simplified PRISMA method. A total of 25 national and international studie...
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Strategi Bertahan UMKM Kue di Tengah Persaingan Kuliner Modern
Wawasan : Jurnal Ilmu Manajemen, Ekonomi dan Kewirausahan
Vol 4
, No 1
(2026)
The rapid growth of the modern culinary industry has created intense competition for Micro, Small, and Medium Enterprises (MSMEs), particularly traditional and home-based cake businesses. This situation requires cake MSMEs to adopt appropriate strategies in order to sustain their businesses. This study aims to analyze the survival strategies implemented by cake MSMEs amid modern culinary competition. The research employs a qualitative approach with a descriptive design. Data were collected throu...
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Jasa Akademik Online di Era Digital: Analisis Peluang E-Business dan Dampaknya Bagi Etika Mahasiswa UINSU
Wawasan : Jurnal Ilmu Manajemen, Ekonomi dan Kewirausahan
Vol 4
, No 1
(2026)
This study analyzes the rise of online academic services as an emerging e-business phenomenon and its ethical implications for students of the Faculty of Islamic Economics and Business (FEBI) at the State Islamic University of North Sumatra (UINSU). The research aims to identify the driving factors behind the use of academic services, explore their potential as a form of digital entrepreneurship, and assess their impact on students’ academic integrity. Using a qualitative descriptive method, dat...
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Analisis Profitability Ratio Terhadap Stock Price Pada Perusahaan Sub Sektor Pertambangan Periode 2020-2024
Wawasan : Jurnal Ilmu Manajemen, Ekonomi dan Kewirausahan
Vol 4
, No 1
(2026)
The purpose of this study is to examine how profitability ratios such as Gross Profit Margin (GPM), Net Profit Margin (NPM), Operating Profit (OP), Return on Equity (ROE), Return on Investment (ROI), Return on Assets (ROA), Earning Power (EP), and Earning per Share (EPS) have developed during the period between 2020 and 2024 in the mining sub-sector. This study analyzes five issuers on the Indonesia Stock Exchange: BRMS, ESSA, ANTM, INCO, and MDKA. The secondary data used are annual financial re...
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Persepsi Pengrajin Batik Kapuronto Banyuwangi terhadap Penerapan Manajemen Kualitas dan Inovasi Produk dalam Meningkatkan Daya Saing
Wawasan : Jurnal Ilmu Manajemen, Ekonomi dan Kewirausahan
Vol 4
, No 1
(2026)
This study is motivated by increasing business competition in the globalization era, which requires batik artisans to implement quality management and product innovation to enhance competitiveness. Batik has high cultural and economic value, yet small enterprises still face limitations in quality control, innovation, and marketing. This research aims to analyze the implementation of quality management and product innovation and their implications for the competitiveness of Batik Kapuronto in Ban...
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Analisis Pengaruh Penerapan Blockchain terhadap Transparansi dan Efisiensi Operasional di Bank Syariah Indonesia (BSI)
Wawasan : Jurnal Ilmu Manajemen, Ekonomi dan Kewirausahan
Vol 4
, No 1
(2026)
The development of digital technology in recent years has brought significant changes to the Islamic financial industry in Indonesia. Bank Syariah Indonesia (BSI), as the largest Islamic financial institution, faces demands to provide faster, more secure, and more transparent services. In this context, blockchain technology has become a widely discussed technology due to its ability to store data permanently, securely, and traceably without the risk of unilateral changes. This technology offers...
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Analisis Pengaruh Tiktok Shop Terhadap Kecendrungan Perilaku Konsumtif Mahasiswa: Studi Kasus Mahasiswa MBS FAI UMSU
Wawasan : Jurnal Ilmu Manajemen, Ekonomi dan Kewirausahan
Vol 4
, No 1
(2026)
This study aims to analyze the influence of TikTok Shop usage on the tendency of consumptive behavior among students of the Sharia Business Management Study Program, Faculty of Islamic Studies, University Muhammadiyah North Sumatra. This research employs a descriptive qualitative method with data collection conducted through interviews using Google Forms. Respondents were selected using purposive sampling techniques, focusing on active students who frequently use TikTok Shop in their shopping ac...
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Optimising Time Efficiency in Green Retrofit Jetty Projects through Envision and Lean-Based Value Stream Mapping
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2026)
Indonesia, as a strategic global maritime axis, has only 7.03% of its islands equipped with jetties, and jetty construction poses environmental challenges due to emissions and ecological impacts. Green retrofitting provides a sustainable solution by improving energy efficiency in existing jetties. The Envision rating system guides the transition from conventional to green infrastructure, assessing quality of life, leadership, resource allocation, natural environment, and climate resilience. Desp...
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