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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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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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Pengaruh Review TikTok Food Vlogger terhadap Keputusan Pembelian Kuliner Kekinian di Kalangan Gen Z
Wawasan : Jurnal Ilmu Manajemen, Ekonomi dan Kewirausahan
Vol 4
, No 1
(2026)
The purpose of this study is to examine how food vlogger reviews on the social media platform TikTok influence Generation Z's decisions to purchase modern foods. The development of this platform as a short video platform has changed digital marketing patterns, particularly in the culinary industry, which is highly dependent on visual appeal and customer recommendations. Consumer perceptions and responses to culinary review content were studied using descriptive qualitative methods in this resear...
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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 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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Pengaruh Pendapatan Asli Daerah, Dana Transfer, dan Belanja Modal terhadap Indeks Pembangunan Manusia di Kota Langsa
Wawasan : Jurnal Ilmu Manajemen, Ekonomi dan Kewirausahan
Vol 4
, No 1
(2026)
This study aims to analyze the influence of Locally Generated Revenue (PAD), Transfer Funds, and Capital Expenditures on the Human Development Index (HDI) in Langsa City for the period 2013–2025. The research method used is a quantitative approach with multiple linear regression analysis using the SPSS version 29 application. The results of the study indicate that partially, the PAD and Capital Expenditures variables have a significant effect on the HDI, while Transfer Funds have no significant...
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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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Flood Mitigation in East Coast Semarang City: Hydrological and Hydraulic Analysis for Polder System Optimization
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2026)
Flooding is a recurring hazard across Indonesia, particularly in urban regions such as Semarang City, where high-intensity rainfall, tidal surges, land subsidence, and changes in land use contribute to frequent inundation. This study investigates the effectiveness of the Sringin Polder system in mitigating flood risks through an integrated hydrological and hydraulic analysis. The hydrological component involved calculating design rainfall values for various return periods, with a peak intensity...
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Implementation of K-Nearest Neighbor Algorithm for Used Motorcycle Price Prediction Based on Vehicle Features
Rozi, Muhamad Fahrul
; Heriyanto, Lucky
; Permana, Denny Rianditha Arief
; Abdad, Ibnu Dzaky
; Rozi, Muhamad Fahrul
; Heriyanto, Lucky
; Permana, Denny Rianditha Arief
; Abdad, Ibnu Dzaky
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 1
(2026)
Pasar sepeda motor bekas di Indonesia menunjukkan tren penting sebagai moda transportasi yang layak. Namun demikian, penilaian harga pasar yang adil sering ditandai oleh subjektivitas dan menimbulkan tantangan besar bagi penjual dan pembeli dalam mencapai estimasi yang akurat. Penelitian ini berusaha untuk mengembangkan model prediktif untuk harga sepeda motor bekas menggunakan algoritma K-Nearest Neighbor (KNN), berdasarkan data historis. Dataset yang digunakan terdiri dari 199 catatan dengan a...
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