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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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Sosialisasi Pembuatan Sabun Cuci Piring dengan Inovasi Penambahan Infusa Daun Petai Cina kepada Guru-Guru di Yayasan Perguruan Islam Ummul Quro Al-Hamidiyah
Dewi Patmayuni
; Erjon Erjon
; Ade Arinia Rasyad
; Agnes Rendowaty
; Nilda Lely
; Masayu Azizah
; Ema Ratna Sari
; Lilik Pranata
; Masayu Rosyidah
Sejahtera: Jurnal Inspirasi Mengabdi Untuk Negeri
Vol 4
, No 1
(2025)
An effective and environmentally friendly dishwashing soap is needed because conventional dishwashing soaps often contain harmful chemicals that can damage the environment. Petai cina leaves, or Moringa oleifera, have antibacterial and antioxidant properties, making them a natural choice for cleaning care. Housewives will not be separated from dishwashing soap, so the PkM team aims to Socialize the Making of Dishwashing Soap with the Innovation of Adding Petai Cina Leaf Infusion to Teachers at t...
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Pola Penggunaan dan Rasionalitas Obat Stroke Iskemik di RSUD Dr. Saiful Anwar
Anikasari, Erni
; Widyaningrum, Esti Ambar
; Wahyuni, Kumalasari Poespita Dwi
; Astuti, Lely Winduhani
; Lailatul M., Nur
Kunir: Jurnal Farmasi Indonesia
Vol 2
, No 1
(2024)
Stroke adalah suatu sindrom klinis yang ditandai dengan hilangnya fungsi otak secara akut dan dapat menimbulkan kematian. Serangan iskemia sementara atau Transient ischemic attacks (TIAs) adalah penurunan fungsi iskemia sistem syaraf utama iskemia menurun selama kurang dari 24 jam dan biasanya kurang dari 30 menit. Hal ini terjadi ketika pasokan darah ke otak berkurang atau terhambat karena hal-hal tertentu yang mengarah ke kurangnya kadar oksigen dalam sel-sel otak secara mendadak. Dalam bebera...
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KEGIATAN SMART EDUCATION UNTUK MENINGKATKAN PENGETAHUAN IBU BALITA DESA SAMIRAN TERHADAP PENCEGAHAN STUNTING
Nurul Mahmudah , Irvina
; Duwi Handayani , Juleha
; Istikhomah, Anisa
; Hasna Annabila , Putri
; Rahmawati, Ai
; Firrahmawati, Lely
Empowerment Journal
Vol 3
, No 2
(2023)
Latar Belakang; Stunting adalah salah satu keadaan malnutrisi yang berhubungan dengan ketidakcukupan zat gizi pada masa lalu sehingga termasuk dalam masalah gizi yang bersifat kronis. Salah satu penyebab stunting adalah praktek pola asuh ibu yang tidak baik terhadap anaknya. Pola asuh erat kaitannya dengan tingkat pengetahuan ibu. Pengetahuan yang kurang dapat menjadikan pola asuh ibu kurang sehingga memengaruhi kejadian stunting pada balita. Tujuan; Meningkatkan pengetahuan ibu balita terhadap...
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OLIVE OIL TOWARDS TODDLERS’ WEIGHT GAIN
Gaster
Vol 20
, No 2
(2023)
Background : Children's growth is influenced by several things, one of them  is the nutritional intake of the food they consume. When the child has received MPASI, the composition in it must be in accordance with the recommendations from IDAI. That is the proportion for carbohydrates as much as 35-55%, protein which is preferably animal protein as much as 15-20%, fat as much as 35-60%, and fruit or vegetables only as an introduction. Objective: the effect of giving olive oil on the weight gain...
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PELATIHAN PEMBUATAN SEDIAAN PERMEN SIRSAT SEBAGAI ANTIOKSIDAN SEBAGAI DAYA TAHAN TUBUH DI WILAYAH KERTEN LAWEYAN SURAKARTA: PELATIHAN PEMBUATAN SEDIAAN PERMEN SIRSAT SEBAGAI ANTIOKSIDAN SEBAGAI DAYA TAHAN TUBUH DI WILAYAH KERTEN LAWEYAN SURAKARTA
Nopiyanti, Vivin
; Harjanti, Reslely
; Aisiyah, Siti
; Sunarni, Titik
; Suhartinah, Suhartinah
; Kuncahyo, Ilham
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 6
, No 2
(2022)
Soursop fruit contains vitamin C and polyphenolic compounds that have the potential as a source of antioxidants. It is hoped that by consuming a lot of soursop fruit it will provide an increase in memory and to maintain cell damage due to free radicals. Making soursop candy preparations will allow use which is relatively easy to use and gives a good taste so that not only adults consume it but also for children.
Service activities are divided into several stages starting from surveys and observa...
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The Duration Of Hormonal Contraceptive Use Is Not Related To Weight Gain
Gaster
Vol 20
, No 1
(2022)
Hormonal contraceptives, especially injectable and oral contraceptives, are most widely used by the community, this is because they are easy and affordable to use. The purpose of this study was to determine the difference between the duration of hormonal contraceptive use and weight gain in hormonal family planning (KB) acceptors. This study uses observational analytic with a cross-sectional approach. The population of this study were all hormonal family planning acceptors in Sidoarjo District,...
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The Relationship between Blood MDA Levels and Aortic Foam Cells in Menopausal Wistar Rats Treated with Cempaka Flower Extract
Gaster
Vol 19
, No 2
(2021)
Menopause is the natural end of the menstrual cycle which results in decreased estrogen (hypoestrogen) levels. The number of free radicals can increase due to decreased estrogen as a natural antioxidant in the body. The effect of increasing free radicals can be reduced by consuming antioxidants. Cempaka flower (Michelia champaca L) contains flavonoids which function as antioxidants. Materials and methods: proved a relationship between blood MDA levels and aortic foam cells in menopausal wistar r...
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PEMBINAAN USAHA BERSAMA KELUARGA SEJAHTERA MELALUI PELATIHAN KEWIRAUSAHAAN DALAM MENINGKATKAN KEMAMPUAN BERWIRAUSAHAN DI KAMPUNG KB PUCANGSAWIT SURAKARTA
Gemassika: Jurnal Pengabdian Kepada Masyarakat
Vol 5
, No 1
(2021)
Background: The decline in the unemployment rate has an impact on the increase in per capita income and purchasing power of the people, as well as the growth of the national economy. In addition, it also has an impact on reducing the crime rate. Business / entrepreneurship training is a training which can gradually train participants to have entrepreneurial competence and business to train entrepreneurs and businesses. Targets and outputs: entrepreneurship training to improve skills and foster i...
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Pelatihan Pembuatan Cairan Pencuci Piring Antibakteri dengan Zat Aktif Minyak Lemon untuk Meningkatkan Kesehatan dan Kesejahteraan Keluarga bagi kader PKK Kelurahan Kadipiro Banjarsari Surakarta
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 5
, No 1
(2021)
Cairan pencuci piring merupakan cairan kental bening berwarna yang berfungsi untuk membersihkan peralatan makan seperti piring, gelas, sendok/garpu. Kecenderungan pemakaian produk pencuci cair dari waktu ke waktu semakin meningkat. Hal ini menunjukkan jika pola pencucian peralatan rumah tangga mulai bergeser dari cara yang lama/tradisional dengan abu gosok dan sabun colek menuju cara baru yang lebih praktis. Adanya bentuk beruipa cairan menjadikan praktis dan mudah digunakan serta aroma produk y...
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