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Application of the K-Means Method for Grouping Product Data Based on Sales Level
Vol 5
, No 1
(2026)
Ritel modern di Indonesia tumbuh pesat dengan keragaman produk yang makin kompleks, sehingga pengelolaan data penjualan menjadi penting bagi pengambilan keputusan manajerial. Penelitian ini bertujuan mengelompokkan produk di Indomaret Kotaraja berdasarkan perilaku penjualan untuk mendukung keputusan terkait persediaan, penataan rak, dan promosi. Metode yang digunakan adalah klastering K-Means dengan implementasi di RapidMiner. Dataset mencakup penjualan bulanan selama satu tahun untuk produk mak...
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Application of the K-Means Method for Grouping Product Data Based on Sales Level
Matuan, Helson
; Dude, Esau
; Mallo, Atius
; Yowey, Herlina
; Patey, Yusuf Selius
; Sutejo, Heru
; Matuan, Helson
; Dude, Esau
; Mallo, Atius
; Yowey, Herlina
; Patey, Yusuf Selius
; Sutejo, Heru
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 1
(2026)
Ritel modern di Indonesia tumbuh pesat dengan keragaman produk yang makin kompleks, sehingga pengelolaan data penjualan menjadi penting bagi pengambilan keputusan manajerial. Penelitian ini bertujuan mengelompokkan produk di Indomaret Kotaraja berdasarkan perilaku penjualan untuk mendukung keputusan terkait persediaan, penataan rak, dan promosi. Metode yang digunakan adalah klastering K-Means dengan implementasi di RapidMiner. Dataset mencakup penjualan bulanan selama satu tahun untuk produk mak...
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Paradoks Aksesibilitas Semu: Tinjauan Literatur Berbasis Grounded Theory tentang Chatbot Kesehatan Mental
Salsabilah, Nadilah Nur
; Nabila, Septia Tsabitha
; Nisrina, Najwa
; Salasbilah, Nadilah Nur
; Nabila, Septia Tsabitha
; Nisrina, Najwa
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 1
(2026)
Perkembangan teknologi kecerdasan buatan (AI) telah menciptakan peluang baru dalam layanan kesehatan mental, khususnya melalui chatbot berbasis teks. Chatbot berkembang sebagai alat yang skalabel dan mudah diakses untuk dukungan emosional instan. Namun, di balik popularitasnya, pemahaman menyeluruh mengenai validitas klinis dan tantangan etisnya masih terfragmentasi. Penelitian ini bertujuan meninjau literatur secara kritis untuk memetakan perkembangan, mengevaluasi efektivitas, dan mengidentifi...
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Pengaruh Penjualan, Harga Pokok Penjualan, Biaya Operasional, dan Biaya Produksi terhadap Laba Bersih Perusahaan Makanan dan Minuman di BEI
Wawasan : Jurnal Ilmu Manajemen, Ekonomi dan Kewirausahan
Vol 4
, No 1
(2026)
During the 2020–2024 period, the food and beverage industry sector experienced economic dynamics that led to fluctuations in companies’ net profit. This study is motivated by the researcher’s observations that fluctuations in net profit among food and beverage companies indicate the influence of internal company factors, particularly production costs, operating costs, cost of goods sold, and sales volume. The research problem addresses how production costs, operating costs, cost of goods sold, a...
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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 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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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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Implementasi Edukasi Bahaya NAPZA dan Pergaulan Bebas melalui Sosialisasi Interaktif serta Penanaman TOGA sebagai Upaya Pencegahan dan Penguatan Ketahanan Remaja di Desa Karangmalang
Hidayah, Salsabila Rahma
; Geraldina, Alma Marikka
; Maharani, Dina Putri
; Akromi, Muhammad Nuzul
; Fadhilah, Zulfa Nur
; Lathifah, Zufah Rusdi Khoirul
; Aulia, Sukma Dika Nur
; Nabila, Tera Nur
; Agil, Ayusika Yumna
; Irfanudin, Muhammad
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 4
(2026)
Drug abuse and risky social behavior remain significant social issues among adolescents, particularly in rural areas experiencing rapid information exposure and lifestyle changes. This community service program aimed to enhance adolescents’ awareness and resilience toward the dangers of drug abuse (NAPZA) while promoting a healthy lifestyle through the cultivation of family medicinal plants (TOGA) in Karangmalang Village, Ngawi Regency. The program employed a participatory descriptive approach,...
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Capacity Building in Fundraising and Organizational Digitalization of LAZISMU Turkey Based on Muhammadiyah Values
Muzakar Isa
; Praswati, Aflit Nuryulia
; Rahmatdi
; Ahmada Auliya Rahman
; Nurul Latifatul Inayati
; Alfina Rahmatia
Abdi Psikonomi
(2026)
In the era of globalization and digitalization, philanthropic organizations are required to be adaptive in managing donations, strengthening ideological values, and developing sustainable institutional capacity. This community service proposal aims to strengthen the institutional capacity and philanthropic governance of LAZISMU Turkey through a series of integrated programs. The main activities include: (1) a Global Fundraising & Digital Marketing Workshop conducted in a blended format to de...
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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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