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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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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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Prediksi Pengaruh HP Terhadap Kesehatan Mental Tingkat Kecemasan dan Insomnia Mahasiswa Universitas Islam Lamongan Menggunakan Metode Naive Bayes
Tsania, Khharisma Nur Baity
; Wardani, Retno
; Hanifah, Ayu Ismi
; Tsania, Kharisma Nur Baity
; Wardani, Retno
; Hanifah, Ayu Ismi
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 1
(2026)
Penelitian ini bertujuan menganalisis dampak penggunaan handphone (HP) terhadap kesehatan mental mahasiswa Universitas Islam Lamongan, dengan fokus pada tingkat kecemasan dan insomnia. Latar belakang penelitian ini didasari oleh meningkatnya intensitas penggunaan handphone yang meskipun memudahkan akses informasi, berpotensi menimbulkan gangguan psikologis. Faktor pemicu di antaranya adalah Fear of Missing Out (FOMO), perbandingan sosial, tekanan untuk selalu terhubung, serta paparan cahaya biru...
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Legal Consequences of a Will Deed Unknown to the Heirs and Legatees After the Distribution of Inherited Assets Based on Western Inheritance Law
Jurnal Penelitian Serambi Hukum
Vol 19
, No 01
(2026)
A Will (testament) is a legal instrument containing a person’s declaration regarding what he or she wishes to take effect after death, and it may be revoked by the testator at any time. In practice, a testator often does not inform family members or even beneficiaries of the existence of a will, with the expectation that upon death the will shall be implemented and the estate distributed in accordance with its provisions. This study examines the legal consequences of a will that is unknown to th...
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Pelatihan Pemetaan Lahan Pertanian dengan Penginderaan Jauh di Dinas Pertanian Kota Kupang
Ngana, Frederika Rambu
; Tanesib, Jehunias Leonidas
; Warsito, Ali
; Lapono, Laura Anastasi Seseragi
; Ngara, Zakarias Seba
; Pingak, Redi Kristian
Abdi Geomedisains
Vol 6
, No 2
(2026)
The Physics Study Program, Faculty of Science and Engineering, Nusa Cendana University, conducted a Community Service (PkM) activity at the Department of Agriculture in Kupang City on September 24, 2024. The partners in this community service activity were the Department of Agriculture in Kupang City, Nusa Tenggara Timur Province. The partners faced a challenge in manually measuring the area of agricultural land, particularly in remote areas. Therefore, the PkM team provided training in agricult...
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Analisis Deteksi Komunitas Louvain, Infomap, dan Walktrap pada Konstruksi Social Network Analysis Jaringan Undang-Undang Republik Indonesia 2014-2024
Al Amin, Imam Husni
; Wibisono, Setyawan
; Hadikurniawati, Wiwien
; Lestariningsih, Endang
; Eniyati, Sri
Dinamik
Vol 31
, No 1
(2026)
Penelitian ini mengevaluasi performa tiga algoritma deteksi komunitas Louvain, Infomap, dan Walktrap dalam konteks social network analysis pada jaringan undang-undang Republik Indonesia periode 2014–2024. Jaringan dibangun dari hubungan kutipan antar undang-undang Republik Indonesia pada rentang waktu antara tahun 2014 sampai dengan tahun 2024. Kutipan antar undang-undang diperoleh pada bagian “Mengingat” pada setiap undang-undang, menghasilkan sebuah konstruksi struktur graf berarah dan tak ber...
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Pemberdayaan Masyarakat Melalui Literasi Dunia Digital untuk Meningkatkan Pendapatan Keluarga di Desa Belimbing Kabupaten Ogan Komering Ulu Sumatera Selatan
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 4
(2025)
The development of the digital world has brought significant changes to various aspects of people's lives, including the family economy. Digitalization opens up new opportunities for economic activity, particularly through the use of social media, marketplace platforms, and digital financial services. However, many people still lack adequate digital literacy and are therefore unable to optimally utilize this technology to increase family income. This community service activity aims to improve th...
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Strengthening Village Governance through a Workshop on Politically-Informed Participatory Development Planning
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 4
(2025)
Participatory village development planning is often treated as a technical-administrative routine. In practice, however, planning is inseparable from political dynamics that shape who participates, whose interests prevail, and how scarce resources are allocated. This community empowerment program (PKM) in Kedung Udi Village, Trawas District, Mojokerto Regency, East Java, aimed to strengthen village governance by enhancing the capacity of village officials and community representatives to design...
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Pemberdayaan Instruktur Pertanian melalui Pelatihan Inovasi dan Teknologi Pertanian Berbasis Kemitraan untuk Mendukung Tercapainya Sustainable Development Goals (SDGs)
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 4
(2025)
Empowering agricultural human resources is a strategic approach to support sustainable agricultural development and the achievement of the Sustainable Development Goals (SDGs), particularly SDG 2 (Zero Hunger), SDG 4 (Quality Education), and SDG 8 (Decent Work and Economic Growth). This community service article aims to describe the implementation of an agricultural instructor empowerment training program conducted through collaboration between Universitas Negeri Surabaya (Unesa) and the Ngudi L...
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