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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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Optimalisasi Produksi Benih Udang Vanamei (Litopenaeus vannamei) melalui Stimulasi Kualitas Pakan Alami di Kabupaten Tuban
buwono, nanik retno
; Musa, Muhammad
; Lusiana, Evellin Dewi
; Afifah, Kharisma Latifatul
; Nikmah, Munauw Weretun
; Maulana, Abdullah Radhi
Abdi Geomedisains
Vol 6
, No 2
(2026)
This community service program was conducted with the Benur Barokah Group (Tuban Regency), a producer of vannamei shrimp (Litopenaeus vannamei) post larvae at the PL-5 stage. Major constraints included inconsistent natural feed quality, water-quality management based mainly on experience, and limited marketing, leading to low harvest success (≈40% of stocked PL-5) and fluctuating survival rates. The program aimed to improve seed production by mentoring partners on Chlorella sp. microalgae cultur...
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Optimalisasi Pembenihan Ikan Nila dengan Puddle System pada Kelompok KJA Mina Makmur Jaya Malang
Musa, Muhammad
; Mahmudi, Mohammad
; Afandhi, Aminudin
; Lusia, Dwi Ayu
; Lusiana, Evellin Dewi
; Hamidah, Mawadah Ikah
; Anggraini, Dani
; Mahmuda, Anugrah Fakhri Fadhlullah
; Sari, Vella Ananda
; Sandikah, Riski Pebri
Abdi Geomedisains
Vol 6
, No 2
(2026)
The Mina Makmur Jaya Floating Net Cage (KJA) Group in Gampingan is a community group engaged in the breeding of Nile tilapia (Oreochromis niloticus) using the puddle system method, located in Gampingan Village, Pagak District, Malang Regency. The main problem faced in this business is the slow growth of fish fry, which results in suboptimal seed production. This condition is caused by several factors: water quality that is highly dependent on weather conditions, inappropriate breeding techniques...
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Pemanfaatan Limbah Ternak Menjadi Pupuk Organik untuk Mendukung Pertanian Berkelanjutan pada Kelompok Tani Mojomakmur, Kota Batu
Mahmudi, Mohammad
; Musa, Muhammad
; Lusiana, Evellin Dewi
; Buwono, Nanik Retno
; Alvionita, Rakhel Marsyanda Vanny
; Tasya, Iren Ana
Abdi Geomedisains
Vol 6
, No 2
(2026)
The Mojomakmur farmer group in Mojorejo Village, Junrejo District, Batu City faces the challenge of abundant goat livestock waste that has not been properly utilized, resulting in unpleasant odors and potential environmental pollution. In fact, this waste has high agronomic value when processed into organic fertilizer to support sustainable agriculture. Limited knowledge, skills, and facilities are the main obstacles hindering effective waste utilization. To address these issues, this community...
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Penyuluhan Terkait Penggunaan Tepung Komposit untuk Peningkatan Nutrisi Produk Pangan pada Ibu Hamil
Abdi Geomedisains
Vol 6
, No 2
(2026)
Based on reports from Ngemplak 1 Public Health Center (Puskesmas Ngemplak 1) in Sleman in 2023, the number of stunted children under five has not shown a significant decrease, although the prevalence has fallen below 14%. The prevalence of stunting was 12% in 2022 and decreased by only 0.2% in 2023. This figure is still below the Sleman District target, which requires a reduction to 7%. One of the groups at risk for stunting is pregnant women. The knowledge of pregnant women regarding food proce...
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Gangguan Kecemasan Tokoh Segara Alam dalam Novel Namaku Alam: Kajian Psikologi Sastra dan Pembelajaran Bahasa Indonesia
Klitika: Jurnal Ilmiah Pendidikan Bahasa dan Sastra Indonesia
Vol 7
, No 2
(2025)
Penelitian ini bertujuan untuk mendeskripsikan bentuk gangguan kecemasan berupa Post-Traumatic Stress Disorder (PTSD) yang dialami tokoh Segara Alam dalam novel Namaku Alam karya Leila S. Chudori berdasarkan kajian psikologi sastra. Penelitian ini menggunakan pendekatan kualitatif dengan metode deskriptif analisis. Data penelitian berupa kutipan narasi dan dialog yang menunjukkan gejala gangguan kecemasan pada tokoh utama. Sumber data diperoleh dari novel Namaku Alam sebagai data primer. Teknik...
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Edukasi Berbasis Riset: Optimalisasi Sterilisasi untuk Pencegahan Infeksi dan Penguatan Management Safety di RSUD Kardinah Tegal
Jurnal Abdimas Bhakti Indonesia
Vol 6
, No 2
(2025)
Infeksi Daerah Operasi (IDO) merupakan salah satu bentuk Healthcare Associated Infections (HAIs) yang paling sering terjadi di rumah sakit, dan sering kali disebabkan oleh penggunaan instrumen medis yang tidak steril. Central Sterile Supply Department (CSSD) memegang peranan penting dalam menjamin proses sterilisasi berjalan sesuai standar, guna mencegah terjadinya infeksi pasca operasi. Dalam kenyataannya masih terdapat ketidaksesuaian dalam praktik sterilisasi serta kurangnya pemahaman tenaga...
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Analisis Spasial Prevalensi Stunting Berdasarkan Ketersediaan Air Bersih, Jamban Sehat, dan Keluarga Perokok di Kabupaten Musi Banyuasin
Najmah, Najmah
; Susilawati, Melika
; Misnaniarti, Misnaniarti
; Dariusmansyah, Azmi
; Maryadi, Maryadi
; Mayasari, Yesi
; Lestari, Ayu Seftiani
; Sukaesi, Elvi
; Syamsia, Salwa
; Rosyada, Amrina
; Khairunnisa, Fadhila
; Fazila, Nur
; Safitri, Wulandari Dwi
; Zalzabila, Anisah
; Putri, Nita Amalia
; Wulandari, Anggun Restu
; Salsabila, Gea
; Ramadhina, Tri Mauli
; Faculty of Public Health, Sriwijaya University and Dinas Kesehatan Musi Banyuasin, South Sumatra
Jurnal Kesehatan Masyarakat Indonesia
Vol 20
, No 3
(2025)
Latar belakang: Stunting merupakan masalah gizi kronis yang masih menjadi perhatian serius di Indonesia. Faktor tidak langsung mempengaruhi stunting, disebut faktor sensitive, perlu di telaah lebih lanjut. Penelitian ini bertujuan untuk menganalisis prevalensi stunting berdasarkan ketersediaan air bersih dan jamban sehat serta keluarga perokok di Kabupaten Musi Banyuasin. Metode: Metode penelitian yang digunakan adalah deskriptif dengan desain studi ekologi menggunakan pendekatan spasial, yang d...
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Characteristics of red sorgum flour ice cream cones (Sorghum bicolor L) and seaweed puree (Eucheuma cottonii): Karakteristik cone es krim tepung sorgum merah (Sorghum bicolor L) dan puree rumput laut (Eucheuma cottonii)
Agrobioteknologi
Vol 2
, No 2
(2025)
Cone is a type of biscuit in wafer qualification that is cone-shaped and used as an ice cream holder. Cone is usually made from wheat flour with the addition of other ingredients as supporting ingredients. Research on making ice cream cones is still rarely done, especially making ice cream cones using red sorghum flour and Eucheuma cottonii puree. This study aims to determine the chemical, physical, and organoleptic characteristics of ice cream cones that are high in fiber and protein, and prefe...
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Characteristics of red sorgum flour ice cream cones (Sorghum bicolor L) and seaweed puree (Eucheuma cottonii): Karakteristik cone es krim tepung sorgum merah (Sorghum bicolor L) dan puree rumput laut (Eucheuma cottonii)
Agrobioteknologi
(2025)
Cone is a type of biscuit in wafer qualification that is cone-shaped and used as an ice cream holder. Cone is usually made from wheat flour with the addition of other ingredients as supporting ingredients. Research on making ice cream cones is still rarely done, especially making ice cream cones using red sorghum flour and Eucheuma cottonii puree. This study aims to determine the chemical, physical, and organoleptic characteristics of ice cream cones that are high in fiber and protein, and prefe...
Google Scholar
DOI