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Analisa Komparasi dengan Algoritma K-Nearest Neighbor (KNN) dan Support Vector Machine (SVM) untuk Prediksi Penyakit Jantung
Nainggolan, Johannes Kristian
; Sinaga, Ferdinand
; Sitorus, Andriani M.
; Khairia, Anisa
; Wijaya, Bayu Angga
Dinamik
Vol 30
, No 2
(2025)
Tingkat keberhasilan deteksi penyakit jantung sangat bergantung pada akurasi model klasifikasi yang digunakan. Penelitian ini bertujuan membandingkan kinerja dua algoritma klasifikasi, yaitu K-Nearest Neighbor (KNN) dan Support Vector Machine (SVM), dalam mendeteksi penyakit jantung menggunakan dataset berjumlah 1025 sampel dengan dua kelas target, yakni sehat dan penyakit jantung. Proses pra-pemrosesan data meliputi pembersihan dan normalisasi fitur medis seperti usia, tekanan darah, serta kada...
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SISTEM PENDUKUNG KEPUTUSAN PENERIMA DISPENSASI UKT(UANG KULIAH TUNGGAL) DI FAKULTAS MATEMATIKA DAN ILMU PENGETAHUAN ALAM UNIVERSITAS SEBELAS MARET SURAKARTA DENGAN AHP ( ANALYTICAL HIERARCHY PROCESS)
Jurnal Teknologi Informasi dan Komunikasi (TIKomSiN)
Vol 13
, No 1
(2025)
Research Report entitled "Decision Support System for Determining Recipients of UKT Dispensation (Single Tuition Fee) at the Faculty of Mathematics and Natural Sciences UNS with the AHP Method" aims to facilitate the Leaders who will provide UKT relief Dispensation for students who apply for UKT relief Dispensation for applications paid each semester. The many criteria that affect the weight of the score determining the recipient of UKT relief dispensation make it difficult to calculate the amou...
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Adaptasi Batang Pohon sebagai Sumber Ide Rias Fantasi Berbasis Mixed Media
Jurnal Pengembangan IPTeks Seni Kuliner, Tata Rias, dan Desain Mode
Vol 17
, No 1
(2025)
The development of fantasy makeup ideas is often used as a channel of expression in the growing field of makeup, as well as taking ideas from various sources that are often known as adaptations. The purpose of this study is to overcome the saturation of society towards conventional makeup and develop an understanding of the adaptation of fantasy makeup with mixed media-based tree theme. The method used in this study is the method of research and Development (Research and Development or R&D)...
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Perancangan Media Promosi Melalui Instagram Produk New Normal Series Untuk Safana Vintage
Citrakara
Vol 7
, No 2
(2025)
People are increasingly using social media as a means of promotion, especially since the Covid-19 pandemic when everything has started to go digital. Safana Vintage is a business that is increasingly promoted on social media but often does not generate an increase in sales. This design was carried out to create an interesting and communicative promotional media for Safana Vintage's new products, to prospective buyers, to increase sales of its new products. The method used in this design is a qua...
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Implementasi Manajemen Pengembangan Karier Pegawai Negeri Sipil melalui Promosi Jabatan di Badan Kepegawaian dan Pengembangan Sumber Daya Manusia Kota Medan
Public Service And Governance Journal
Vol 6
, No 1
(2025)
One of the activities of ASN management is career development such as promotion. This study aims to analyze the extent to which the implementation of career development management of Civil Servants (PNS) through promotions at the Medan City Personnel and Human Resources Development Agency. The implementation of civil servant career development management in BKPSDM Medan City has been well implemented but there are still obstacles. The method used in this research is descriptive research with a q...
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Penerapan Manipulasi Kain Teknik Burnt Fabric pada Jaket Look Streetwear
Jurnal Pengembangan IPTeks Seni Kuliner, Tata Rias, dan Desain Mode
Vol 17
, No 1
(2025)
The innovations in the fashion world appears according to technological advances that always bring up new ideas. For example, ready-to-wear clothing that has several looks, one of which is streetwear. The application of burnt fabric is to combine elements of the burnt fabric technique (pembakaran kain) in ready-to-wear look streetwear, the application of the burnt fabric technique aims to create new creations and new patterns on streetwear clothing. The method used in this study is a qualitative...
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Pembuatan Minyak Aromaterapi dari Bunga Soka untuk Peluang Berwirausaha
Jurnal Pengembangan IPTeks Seni Kuliner, Tata Rias, dan Desain Mode
Vol 17
, No 1
(2025)
Apart from being a living fence, the benefits of the soka plant are that the flowers can be used as a relatively cheap aromatherapy ingredient because the soka plant is easy to find, especially on the side of the road, and has a fragrance almost like ylang-ylang flowers. Data collection uses Observation, Literature, Experimentation, Documentation, Interviews, Questionnaires, and data analysis uses descriptive qualitative methods. The results of the sensory test assessment of aspects of color, te...
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Perancangan Ilustrasi Seni Pertunjukan Jombang sebagai Aset Visual 2D
Citrakara
Vol 7
, No 2
(2025)
Jombang merupakan kota berkembang yang mempunyai banyak warisan budaya lokal. Meskipun dikenal sebagai kota santri, namun Jombang memiliki banyak seni pertunjukan budaya yang diwariskan secara turun temurun. Perancangan aset visual ini mengangkat tiga seni pertunjukan yang berasal dari kabupaten Jombang untuk diilustrasikan dalam bentuk 2D secara vektor. Seni pertunjukan tersebut antara lain kesenian Besutan, Tari Remo Boletan, dan Jaranan Dor. Tujuan perancangan adalah untuk menciptakan aset vi...
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Sistem Seleksi Pemasok Bahan Bangunan dengan Metode Ahp-Moora
Dinamik
Vol 30
, No 2
(2025)
Senia, bisnis penjualan bahan bangunan seperti semen, keramik, pasir, dan besi, menghadapi kesulitan dalam memilih pemasok terbaik karena keterbatasan informasi dan metode evaluasi yang subjektif. Hal ini menyebabkan pemilihan pemasok yang tidak optimal, seperti pemasok yang sering terlambat mengirimkan barang atau menyediakan bahan berkualitas rendah. Akibatnya, operasional usaha terhambat, biaya meningkat, dan kepercayaan pelanggan menurun. Persaingan ketat di industri ini membuat layanan buru...
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Prevention of Stunting through socialization and making avocado cake in Sepakung Village
Community Service Journal: Adarma Acitya
Vol 1
, No 1
(2025)
Stunting is a health problem that is still a serious concern in Indonesia. This condition occurs due to chronic malnutrition which has an impact on children's physical growth and cognitive development. This community service activity was carried out in Sepakung Village, Banyubiru District, with a participatory approach involving the community, especially pregnant women, breastfeeding mothers, Posyandu cadres, and local community leaders. The implementation method consists of several main stages,...
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