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Implementasi Algoritma Fuzzy C-Means Dalam Pengelompokan Kabupaten/Kota di Provinsi Jawa Timur Berdasarkan Luas Panen, Produksi, dan Produktivitas Padi Maula, Inayatul
IPTEQ Vol 7, No 1 (2025): JASIE
Publisher : Universitas Muhammadiyah Jember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32528/jasie.v7i1.23727

Abstract

Indonesia sebagai negara agraris sangat bergantung pada sektor pertanian, terutama tanaman padi yang menjadi makanan pokok mayoritas penduduk. Tingginya konsumsi dan pertumbuhan penduduk membuat Indonesia masih bergantung pada impor, sehingga produksi beras harus ditingkatkan. Oleh karena itu, perlu dilakukan upaya untuk memetakan atau mengelompokkan daerah dengan tingkat produktivitas tanaman padi yang belum optimal di provinsi Jawa Timur. Data penelitian yang digunakan adalah data luas panen (ha), produksi (ton), dan produktivitas padi (ton/ha) yang bersumber dari website Badan Pusat Statistik Jawa Timur sebanyak 38 data kabupaten/kota dari Tahun 2020-2023. Data tersebut diolah menggunakan algoritma Fuzzy C-Means dilanjutkan penentuan cluster optimum menggunakan Silhouette Coefficient. Algoritma Fuzzy C-Means memungkinkan setiap data dapat memiliki derajat keanggotaan lebih dari satu cluster, sehingga menghasilkan pengelompokan yang lebih akurat dan representatif sesuai karakteristik data. Dari hasil uji 2 cluster hingga 10 diperoleh jumlah cluster optimum yaitu 6 cluster, dengan nilai Sihouette Coefficient 0,6902.
PONDOK PESANTREN EKOLOGI AT THORIQ: Dari Sustainability Alam Menuju Kemandirian Ekonomi Maula, Inayatul
Jurnal Pendidikan Islam Vol 12 No 2 (2022): Jurnal Pendidikan Islam (JPI)
Publisher : Research Departement of Darullughah Wadda'wah International Islamic University Bangil, Pasuruan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.38073/jpi.v12i2.934

Abstract

This research will examine two important issues, first, issues related to ecology with all the scope of the problem. Second, issues related to economic independence. These two important issues are underwritten by Pondok Pesantren as a basis and value in solving ecological problems and economic independence. Theoretical studies of Islamic boarding schools' values originating from the treasures of "yellow yellow" are translated into practical matters. In summary, this research will also confirm that the treasures of the “Yellow Book” which contains a lot of ethical content can be implemented in more real actions, namely taking sides on ecological issues and issues of economic independence. This research uses a qualitative approach to the type of case study research. The thing that underlies the use of a qualitative approach in this research is because the researcher will explore the problem and develop a more detailed understanding of the phenomenon. Sources of data in this study were obtained from Caregivers/Leaders of the At Thoriq Ecology Islamic Boarding School, Management, Santri and the community around the Islamic Boarding School who were actively involved in the activity process. Data collection techniques were carried out by in-depth interviews, participatory observation and documentation. Qualitative data analysis techniques are carried out interactively, continuously until they reach completeness so as to obtain saturated data. Activities in data analysis are data reduction, data display and conculsion drawing/verification. The results of this study obtained information that products produced from agroecological activities developed by the At Thoriq Ecology Islamic Boarding School such as herbal teas, beauty products, organic rice, etc. are able to support Islamic boarding school activities so that Islamic boarding schools can be independent.