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Penerapan Algoritma Klasifikasi untuk Deteksi Dini Penyakit Jantung Koroner Berdasarkan Gejala Klinis
Teknik: Jurnal Ilmu Teknik dan Informatika
Vol 5
, No 1
(2025)
Coronary heart disease (CHD) remains a leading cause of mortality worldwide. Early detection is essential to reduce complications and improve patient outcomes. This study aims to develop a classification model using machine learning algorithms to predict CHD risk based on clinical symptoms. The dataset used is the Cleveland Heart Disease dataset from the UCI Machine Learning Repository, consisting of 303 patient records with 14 clinical features. The preprocessing stage involved handling missing...
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Pengembangan Kompetensi Pelaku Usaha Mikro Kecil Menengah Kelurahan Purwodiningratan Surakarta Guna Mewujudkan Digital Preneur
Veronika, Prima
; Ramadhani, Navadilla
; Ragacitta, Nareswari Rineka
; Prabandaru, Nirmana Ratri
; Firdausi, Nabila Nuzulla
; Taib, Nabil Abdurrahman
; Tamelia, Nurdina
; Naharunna, Nana
; Ibrahim, Syahlaa’ Shoofi
; Rahmawati, Aditya Nur
; Djatunnisa, Ifa
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 9
, No 1
(2025)
This UMKM socialization activity aims to develop the digital competence of UMKM actors in order to create digital entrepreneurs who can compete with the complex dynamics of today's market. With the digitalization of UMKM actors, It is anticipated that UMKM owners will recognize the significance of strengthening their understanding of financial management, marketing strategies, and the application of appropriate technology, so that they can position their businesses effectively and efficiently. T...
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PKM PENGUATAN PROFIL PELAJAR PANCASILA DENGAN MEDIA ECOPRINT BERBASIS TEKNIK POUNDING
Sirait, Syahriani
; Putri Lidiana Permata Sari
; Anim, Anim
; Wati, Herni Wati Julianingsih
; Amelia Putri
; Silvia, Siska Silvia
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 9
, No 1
(2025)
In the Pancasila Student Profile, creativity is defined as a student's ability to modify and create something that is original, meaningful, useful and has a positive impact. In developing student creativity, PKM was held to strengthen the profile of Pancasila students using ecoprint media based on the pounding technique. Dyeing using the ecoprint method based on the pounding technique is an environmentally friendly method, which uses natural ingredients to create patterns on the fabric. Ecoprint...
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Deteksi Dini Pencurian Data pada Perangkat Seluler Menggunakan Machine Learning
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 4
, No 2
(2025)
The increasing use of mobile devices has increased the risk of data theft, posing significant security challenges for individuals and organizations. This study proposes an early detection system for data theft on mobile devices using machine learning algorithms. The system is designed to identify suspicious patterns in application usage, network access, and CPU/memory activity, providing early warnings to prevent potential data loss. By employing algorithms such as Random Forest, Support Vector...
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Pengaruh Strategi Servo Analisis Terhadap Kinerja Bank Syariah Indonesia KCP Purwokerto Karangkobar
Populer: Jurnal Penelitian Mahasiswa
Vol 4
, No 2
(2025)
Competition within Indonesia's banking landscape, specifically at BSI KCP Purwokerto Karangkobar, necessitates flexible strategies to stay relevant. This research assesses how the utilization of SERVO (Strategy, Environment, Resources, Value, Organization) analysis impacts the performance of the firm. Employing qualitative descriptive techniques, information was gathered through comprehensive interviews, observations, and document reviews. Results reveal that strategies focusing on digital advan...
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Analisis Kompetitif Bank Syariah Karang Kobar Melalui Pendekatan Porter’s Five Forces
Populer: Jurnal Penelitian Mahasiswa
Vol 4
, No 1
(2025)
This study aims to analyze the competitive advantage strategy of Islamic Banks using the Porter's Five Forces approach, which is used to understand the competitive position of Islamic Banks in facing the dynamics of the financial industry that continues to grow. This study includes qualitative research methods with the approach of Field research and Library research, which are supported by interviews or observations as the main data collection techniques. The results of the study indicate that t...
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Gamelan Dadali Sebagai Alat Diplomasi Budaya: Mempererat Hubungan Antara Indonesia Dan Rusia
Sosio Dialektika : Jurnal Ilmu Sosial Humaniora
Vol 9
, No 2
(2025)
Gamelan Dadali adalah satu-satunya kelompok gamelan di Rusia yang dibina langsung oleh KBRI di Moskow. Grup ini memiliki peran penting karena telah banyak mempromosikan budaya Indonesia di Rusia dan Belarus. Anggotanya terdiri dari warga Rusia yang terampil dalam memainkan gamelan dan menjadi sinden. Penelitian ini menggunakan metode deskriptif-analisis dengan sumber data sekunder yang diperoleh melalui buku, artikel, berita, dan situs web. Sedangkan objek penelitian yang digunakan adalah grup G...
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Perancangan Sistem Informasi berbasis Website Untuk Sosial commerce Rungkad (Ruang Karya Digital)
Marlina, Siti
; Bismi, Waeisul
; Agustin, Alviandi
; Bagus Virmansa, Muhammad Kiki
; Faqih, Sulaiman
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 1
(2025)
n the era of globalization and digitalization, information technology has become a vital component in various aspects of life, including the trade sector. Social commerce, which integrates social media into online buying and selling, has become an important innovation that builds interactions between sellers and buyers, providing significant opportunities for SMEs to enhance their competitiveness and expand their market reach. SMEs, which play a strategic role in Indonesia's economy, often face...
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Leveraging SAMME for Improved Multi-Class Cirrhosis Diagnosis in Clinical Settings
Sulistyawati, Arum Kurnia
; Meliala, Dyan Avando
; Soejono, Ajie Wibowo
; Sari, Dini
; Hiswati, Marselina Endah
; Diqi, Mohammad
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 1
(2025)
This study explores the use of the SAMME algorithm to develop a predictive model for identifying various stages of cirrhosis. The dataset includes 418 records with 20 attributes, targeting the classification of cirrhosis stages: C (censored), CL (censored due to liver transplantation), and D (death). The model achieved an overall accuracy of 94%, demonstrating high precision and recall for classes C and D. However, the precision for class CL was lower, indicating a tendency to over-predict this...
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Analisis Biaya Pelatihan SDM
Doranda Putri Farid Nurkamiden
; Mitha Nopelyn Soga
; Astrid Rifai
; Nabila Kasim
; Adinda I. Sujono
; Sintia Lawani
; Sitti Annisa Y Panane
; Sharina Putri Hurain
JURNAL EKONOMI MANAJEMEN AKUNTANSI
Vol 31
, No 1
(2025)
This study aims to analyze the employee training system at Toko Kue Hanania Food, particularly in improving product packaging skills and customer communication. Using the observation and documentation method, this research identifies that training is conducted through the On-the-Job Training method, where new employees learn directly in the workplace within one to three days. The results indicate that while this method is effective in accelerating employee adaptation, challenges such as lack of...
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