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All Journal KOMPUTEK Batara Wisnu : Indonesian Journal of Community Services
Daffa Tyan Putro
Universitas Dinamika
Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering Mechanical Engineering

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Implementasi Data Mining untuk Memprediksi Kesehatan Mental Mahasiswa menggunakan Algoritma Naïve Bayes Adinda Salsabila Juwita; Ananda Rizky Kurniawan; Adhitya Aryaputra Ashari; Daffa Tyan Putro; Vivine Nurcahyawati
KOMPUTEK Vol 8, No 1 (2024): April
Publisher : Universitas Muhammadiyah Ponorogo

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Abstract

Kesehatan mental saat ini menjadi permasalahan di dunia kesehatan. Berdasarkan survey kesehatan mental Indonesia National Adolescent Mental Health Survey (I-NAMHS), terjadi gangguan mental pada remaja 10 – 17 tahun di Indonesia. Hal tersebut menunjukkan satu dari tiga remaja Indonesia memiliki masalah kesehatan mental. Dengan adanya gangguan kesehatan tersebut dapat membuat remaja tidak fokus dalam belajar dan menurunkan prestasi akademik. Mozaic Science melalui World Economic Forum (WEF) mencatat jumlah mahasiswa di Inggris yang mengunjungi bagian konseling kampus meningkat hampir lima kali jika dibandingkan dengan 10 tahun lalu. Peneliti memberikan solusi dengan menggunakan algoritma Naïve Bayes dan menggunakan metode SEMMA dalam proses mengklasifikasi data mengenai kesehatan mental pada mahasiswa. Berdasarkan hasil pengujian Confusion Matrix dengan ratio 70%:30% menghasilkan accuracy sebesar 93,33% terhadap 101 dataset dari Kaggle.
PENERAPAN WEB INVENTORY UNTUK PENGELOLAAN STOK SERAGAM SEKOLAH PADA UKM STAR PURNAMA Endra Rahmawati; Muhammad Rafly Ardiansyah; Muhammad Farid Alif Prasetyo; Daffa Tyan Putro
Batara Wisnu : Indonesian Journal of Community Services Vol. 3 No. 3 (2023): Batara Wisnu | September - Desember 2023
Publisher : Gapenas Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53363/bw.v3i3.216

Abstract

UKM Star Purnama is one of the Small and Medium Enterprises in the North Surabaya area which is engaged in selling school uniforms. UKM Star Purnama has 1 shop and 1 warehouse for stocking school uniforms. However, there are often discrepancies in the number of school uniform stocks in the shop owner's records and the actual goods in the warehouse. This causes the owner to have difficulty in managing the number of orders received from customers. Apart from that, data collection must be carried out repeatedly to ensure that the stock amount in the owner's notebook and the real stock amount are the same as those in the warehouse. To overcome this problem, an inventory recording system is needed to make it easier for warehouse owners and employees to monitor incoming and outgoing stock during a certain period. The creation of this inventory application will be followed by training for the owner and a number of employees regarding the implementation of the application system. In training activities, owners and employees have been given insight into the application features and the types of reports that can be generated from the application. The results of the training showed that there was a change in the work system of owners and employees who switched to using a web-based inventory application and the suitability of the number of school uniform stock records in the application compared to the number of stocks in the warehouse was the same
Co-Authors Adhitya Aryaputra Ashari Adinda Salsabila Juwita Ananda Rizky Kurniawan Muhammad Farid Alif Prasetyo Muhammad Rafly Ardiansyah Rahmawati, Endra Vivine Nurcahyawati