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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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Strategi Bertahan UMKM Kue di Tengah Persaingan Kuliner Modern
Wawasan : Jurnal Ilmu Manajemenx, 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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Analisis Profitability Ratio Terhadap Stock Price Pada Perusahaan Sub Sektor Pertambangan Periode 2020-2024
Wawasan : Jurnal Ilmu Manajemenx, 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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Optimising Time Efficiency in Green Retrofit Jetty Projects through Envision and Lean-Based Value Stream Mapping
Advance Sustainable Science, Engineering and Technology
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
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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Analisis Aspek Hukum Kualitas Pelayanan BRT (Bus Rapid Transit) Trans Semarang
Public Service And Governance Journal
Vol 7
, No 1
(2026)
One of the classic problems of Semarang City as a metropolitan city is related to the arrangement of the transportation system until now not resolved comprehensively. The arrangement of transportation in Semarang City as a trigger for the emergence of problems disproportionate number of vehicles to the number of passengers or residents compared to the volume of roads passed by motorized vehicles in Semarang City. With the increasing population of Semarang City on the one increasing motorized veh...
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Scientific Reasoning Skills in Physics Education: A Preliminary Analysis of High School Students’ Competence in Temperature and Heat
Lontar Physics Today
Vol 5
, No 1
(2026)
Scientific reasoning skills play a crucial role in understanding physics concepts through cause–effect analysis and evidence-based reasoning. However, physics learning that remains predominantly focused on problem-solving tasks has resulted in students being less accustomed to engaging in systematic scientific thinking. This study aims to analyze and describe the level of scientific reasoning skills of high school students on the topic of temperature and heat as an initial effort to map their sc...
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Pengaruh Penempatan Kerja, Fringe Benefits dan Fasilitas Kerja Terhadap Kinerja Karyawan Jawa Pos Kediri
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 5
, No 1
(2026)
This research aims to analyze the influence of job placement, fringe benefits, and work facilities on the performance of employees at Jawa Pos Kediri, both partially and simultaneously. The method used is quantitative with a descriptive and associative approach. Data were collected through the distribution of questionnaires to 50 respondents who are employees of Jawa Pos Kediri. The data analysis techniques used include multiple linear regression, t-test (partial), F-test (simultaneous), and the...
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Strategi Manajemen Operasional, Pemasaran, dan Evaluasi Keuangan UMKM Bolu Kambu Daeng Rosi Dalam Meningkatkan Daya Saing Produk Tradisional di Kabupaten Barru
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 5
, No 1
(2026)
This study aims to analyze the operational and marketing strategies of UMKM Bolu Kambu Daeng Rosi in enhancing the competitiveness of traditional food products in Barru Regency, South Sulawesi. The research uses a descriptive qualitative approach with a case study method, through guided observation, semi-structured interviews, and documentation. The findings show that the enterprise's strengths lie in its culturallybased product differentiation and strong customer loyalty. However, the business...
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