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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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IMPLEMENTASI METODE CERTAINTY FAKTOR DALAM SISTEM PAKAR UNTUK DIAGNOSA KERUSAKAN LAPTOP
Jurnal Teknologi Informasi dan Komunikasi (TIKomSiN)
Vol 13
, No 1
(2025)
Expert systems have been used in various fields. With the aim of helping users solve the problems they face. This study presents the application of the Certainty Factor (CF) method in an expert system designed to diagnose laptop damage based on symptoms experienced by users. This system aims to help technicians and general users identify potential laptop malfunctions with better accuracy. The expert system developed combines a comprehensive knowledge base consisting of various laptop components...
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Biskuit Ampas Kopi (Bis’Kop) sebagai Alternatif Snack dengan Konsep Zero Waste
Grace Marveline Lucky Hantiono
; Inggritia Maestra Citra Dewi
; Cindy Zakia Az-Zahra
; Esteria Priyanti
Jurnal Pengembangan IPTeks Seni Kuliner, Tata Rias, dan Desain Mode
Vol 17
, No 1
(2025)
Coffee ground have great potential to be used as an additional ingredient in making biscuits. The purpose of this study is to create innovative coffee grounds biscuits that can be a promising business opportunity. This study uses a Research and Development (R&D) research design with a 4D model (Define, Design, Develop, and Disseminate). The results of this study are BIS'KOP (Biskuit Ampas Kopi) products that have a sweet taste, light coffee aroma, crunchy texture, and brown color on the bisc...
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Pemanfaatan Limbah Botol Plastik untuk Pembuatan Buket Bunga sebagai Peluang Berwirausaha
Jurnal Pengembangan IPTeks Seni Kuliner, Tata Rias, dan Desain Mode
Vol 17
, No 1
(2025)
Plastic bottle waste is a leftover material that is no longer used from human activities. Flower bouquet has become one of the necessities, especially for teenagers to adults. Comparison of the price of a bouquet of real flowers and artificial flowers is quite expensive, making a bouquet of flowers from plastic bottle waste a new innovation. The purpose of this study was to determine the process of making a flower bouquet, determine product validation, determine the public acceptance of the prod...
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Wardah Dari Pandangan Mahasiswa: Antara Kesadaran, Citra, dan Keputusan Pembelian Cushion
Rohman, Fadillah Fatqur
; Safanah, Melati Nur
; Sari, Novia Fatikhah
; Zharifah, Sabnita La'aili Nur
; Riswari, Syifa Destiana
; Hasanah, Uswatun Nur
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 4
, No 3
(2025)
This research attempts to evaluate the impact that brand awareness and brand image have on the purchase decision of Wardah cushion products by Economic Education students of UNS. The sample size consisted of 71 respondents which were collected using purposive sampling technique. Analysis performed included multiple linear regression, classical assumption tests (normality, multicollinearity, heteroscedasticity), t test, F test, and coefficient of determination in SPSS 2022. Results from the analy...
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Figurative Language in “Cross Road” Album by Bon Jovi: Semantics Analysis
International Journal of English Linguistic, Literature, and Education
Vol 7
, No 1
(2025)
This journal examines the important relationship between culture and language, emphasizing the role of both in human communication. Language serves as the primary means of expressing emotions and sharing information, while culture shapes the way we use language in complex ways. This research focuses on figurative language in song lyrics, particularly from Bon Jovi's “Cross Road” album, to uncover deeper meanings and evoke emotions. This research aims to analyze the types of figurative language p...
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Analisis Bergerak Bersama Bab III Ekspresi Diri Melalui Hobi Buku Ajar Bahasa Indonesia Kelas V SD Sesuai Standar BSNP
Rohmah, Annisa Dewi Nur
; Purwati, Panca Dewi
; Cahyani, Diyah Retno
; Salsabilah, Naurah Mutiara
; Ramadhani, Nofita
; Rasib, Septian Akhdan
JURNAL PENDIDIKAN
Vol 34
, No 2
(2025)
Buku teks pelajaran merupakan salah satu sumber belajar utama dalam pendidikan dasar yang berfungsi mendukung ketercapaian tujuan pembelajaran. Buku yang digunakan dalam proses pembelajaran harus memenuhi standar kelayakan sesuai pedoman Badan Standar Nasional Pendidikan (BSNP). Penelitian ini dilatarbelakangi oleh pentingnya evaluasi buku pelajaran agar tidak hanya memenuhi aspek isi, namun juga bahasa, penyajian, dan tampilan visual. Tujuan penelitian ini adalah untuk menganalisis kualitas isi...
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Peran Guru PPKn Dalam Penguatan Norma Hukum Untuk Mengatasi Perilaku Bullying Pada Siswa Kelas VII SMP NEGERI 18 Surakarta Tahun Pelajaran 2023/2024: Indonesia
Jurnal Global Citizen : Jurnal Ilmiah Kajian Pendidikan Kewarganegaraan
Vol 14
, No 1
(2025)
The purpose of this research was 1) to determine the forms of bullying behavior that occurred in students in class VII of SMPN 18 Surakarta, 2) to determine the role of Civics teachers in providing reinforcement of legal norms to overcome bullying behavior at the seventh grades students of SMPN 18 Surakarta.
The from of this research was qualitative reseach. The research steategy used was a case study. The subjects in this research were the deputy principal for student affairs, civics theacher i...
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The Effect of Performance Allowance on Employee Performance through Work Engagement as an Intervening Variable at the Banjarmasin State Polytechnic
KOMPAK : Jurnal Ilmiah Komputerisasi Akuntansi
Vol 18
, No 1
(2025)
This study aims to identify and evaluate employee performance (Y) as the dependent variable and performance allowance (X) as the independent variable at the Banjarmasin State Polytechnic. Employee performance is influenced by work engagement (Z) as an intervening variable. The research employs a quantitative approach, with a sample of 94 employees from Poliban, selected through random sampling. The sample size was determined using Slovin's formula. A Likert scale, ranging from 1 to 5, was used t...
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Pengaruh Penjualan, Total Hutang, Modal Kerja Terhadap Laba Bersih
KOMPAK : Jurnal Ilmiah Komputerisasi Akuntansi
Vol 4
, No 1
(2025)
The purpose of this study is to determine the effect of Sales, total debt, and working capital on net profit. The data used are existing data sources, both internal and external data that can be published. The data used are financial reports of food and beverage sub-sector companies listed on the Indonesia Stock Exchange for the period 2020-2023 with a total of 96 data. The analysis method shows that partially sales and total debt do not affect net profit. Working capital has a positive effect o...
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