Metode K-Means Berbasis Ordered Weighted Averaging (OWA) pada Data Potensi Desa untuk Penentuan Status Desa
نویسندگان
چکیده
Indeks Pembangunan Desa yang dibangun dari Pendataan Potensi (Podes) tahun 2014. untuk menilai tingkat perkembangan desa, dibagi menjadi 3 klasifikasi yaitu Mandiri, Berkembang, dan Tertinggal, memiliki 5 dimensi. Penulis bertujuan desa melalui status berdasar data IPD, penentuan menggunakan teknik clustering dengan metode K-Means berbasis Ordered Weighted Averaging (OWA), OWA dapat mengurangi kompleksitas memadukan nilai multi attribut ke agregat berupa tunggal expert judgement menentukan orness (α). Hasil penelitian ini pengelompokan IPD 2014 kedalam algoritma menunjukkan Index Davies 1,42 lebih baik daripada euclideance 1,65. akhir diperoleh jumlah setiap cluster, cluster Tertinggal sebanyak 98, Berkembang 32, Mandiri 100 desa.
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ژورنال
عنوان ژورنال: JBE (Jurnal Bingkai Ekonomi)
سال: 2022
ISSN: ['2615-7918', '2502-1818']
DOI: https://doi.org/10.54066/jbe.v7i2.224