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Penerapan Model CRISP-DM untuk Prediksi Penyakit Diabetes Menggunakan Metode K-Nearest Neighbor dan Logistic Regression Lo, Angel Aprilia Putri; Tjioe, Vincentia Jennifer Evelyn
Prosiding Seminar Nasional Universitas Ma Chung (Informatika & Sistem Informasi Bahasa dan Seni
Publisher : Ma Chung Press

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Abstract

Penyakit diabetes merupakan tantangan kesehatan global yang semakin meningkat. Penelitian ini menggunakan model CRISP-DM, metode K-Nearest Neighbor (K-NN) dan regresi logistik, untuk memprediksi kemungkinan seseorang menderita diabetes berdasarkan data medis. Dataset yang digunakan berasal dari The National Institute of Diabetes and Digestive and Kidney Diseases, yang tersedia di Kaggle. Metode K-NN mengklasifikasikan data baru berdasarkan kedekatan dengan data dalam dataset menggunakan jarak Euclidean, sedangkan regresi logistik memprediksi probabilitas kejadian biner (diabetes atau tidak) berdasarkan hubungan linier antara variabel independen dan dependen. Hasil analisis menunjukkan bahwa metode regresi logistik memiliki performa yang lebih baik dalam klasifikasi diabetes, dengan regresi logistik menunjukkan hasil yang lebih superior dalam akurasi. Akurasi model regresi logistik mencapai 79%, sementara K-NN mencapai 74%.
Pendampingan Pendidikan Teknik Desain Berkualitas bagi Ibu-Ibu Penjahit sebagai Implementasi Sustainable Development Goals Satyanegara, Teresa Samantha; Tjioe, Vincentia Jennifer Evelyn; Sitepu, Sri Nathasya Br
Jurnal ABDINUS : Jurnal Pengabdian Nusantara Vol 8 No 3 (2024): Volume 8 Nomor 3 Tahun 2024
Publisher : Universitas Nusantara PGRI Kediri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29407/ja.v8i3.23364

Abstract

Glagaharum Village Tailors have the ability to sew clothes to generate additional family income. Mother tailors have not succeeded in getting maximum income from the sewing business. The problem of mother tailors is the lack of knowledge and skills in clothing design. The purpose of providing quality design engineering education assistance for mother tailors as an implementation of the Sustainable Development Goals (SDGs) to improve the knowledge and skills of mother tailors for clothing design. The method used is training through four stages of activities, namely: pre-test, material, practice and post-test. The purpose of assistance is to provide knowledge and design skills and provide quality education in accordance with the goals of the SDGs. The results of educational assistance have succeeded in increasing design knowledge, design skills and the success of implementing providing quality education in accordance with the goals of the SDGs. Mother tailors receive a quality education program so that they succeed in making clothes according to the trending clothing designs in 2024. Mother tailors produce clothes with the latest models and the neatness of the fabric stitches has also increased.
Pameran Bisnis Ibu-Ibu Desa Glagaharum sebagai Upaya Meningkatkan Pendapatan untuk Mencapai Sustainable Development Goals (SDGs) Santoso, Brian Timothy; Lainardy, Jesslyn Eunice; Tjioe, Vincentia Jennifer Evelyn; Sitepu, Sri Nathasya Br
Jurnal ABDINUS : Jurnal Pengabdian Nusantara Vol 9 No 1 (2025): Volume 9 Nomor 1 Tahun 2025
Publisher : Universitas Nusantara PGRI Kediri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29407/ja.v9i1.23833

Abstract

Glagaharum Village is one of the villages in Porong District, Sidoarjo. Housewives of Glagaharum Village have high potential to improve their village's economy with their sewing skills. However, knowledge in calculating the cost of goods sold and marketing products effectively is still very minimal. Therefore, the "Kampung Jahit Arumpreneur" program is present as an effort to improve education and the economy of Glagaharum Village. Through training in the form of holding exhibitions, this program also contributes to realizing SDGs goals 1 and 4, namely poverty alleviation and quality education. The training in selling typical products of Glagaharum Village at Grand City Surabaya aims to sharpen the knowledge and skills of Glagaharum Village mothers to market and attract customers to compete in the market.
Peningkatan Keterampilan Ibu Rumah Tangga Desa Glagaharum melalui Pelatihan Desain Menjadi Pakaian Berbasis Entrepreneurship Lainardy, Jesslyn Eunice; Balqis, Raissa Ariella Shafa; Tjioe, Vincentia Jennifer Evelyn; Sitepu, Sri Nathasya Br
Jurnal ABDINUS : Jurnal Pengabdian Nusantara Vol 9 No 2 (2025): Volume 9 Nomor 2 Tahun 2025
Publisher : Universitas Nusantara PGRI Kediri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29407/ja.v9i2.23810

Abstract

Glagaharum Village in Sidoarjo has untapped economic potential. Some residents earn below the minimum wage. Housewives have sewing skills but are less able to change product designs. Limited knowledge of fashion design and business is a major obstacle. The "Kampung Jahit Arumpreneur" program aims to empower housewives by improving sewing and design skills. The implementation method is in the form of mentoring to improve knowledge and skills for participants to increase fashion production capacity. Mentoring bridges the gap in potential, skills to produce high-quality Muslim clothing and improve the village economy. Mentoring is an initiative to support SDG 4 by providing quality education and expanding participants' understanding of the fashion industry. The results of the mentoring activities for participants are in the form of increasing entrepreneurial knowledge and application skills (making patterns, prototypes and identifying material quality). The results of the second mentoring create participants with economic independence.