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DATA MINING MEMPREDIKSI KELULUSAN MAHASISWA MENGGUNAKAN METODE K-NEAREST NEIGHBORS (KNN) STUDI KASUS UNIVERSITAS PGRI MAHADEWA INDONESIA I Putu Yogista Putra Atmaja; Gde Iwan Setiawan; I Wayan Dika; Ida Ayu Putu Febri Imawati
Jurnal Manajemen dan Teknologi Informasi Vol. 13 No. 2 (2023): Jurnal Manajemen dan Teknologi Informasi
Publisher : Fakultas Teknik dan Informatika Universitas PGRI Mahadewa Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59819/jmti.v13i2.3082

Abstract

Graduation is a significant milestone in education, and it is a crucial assessment factor for ensuring higher education accreditation. The K-Nearest Neighbor (KNN) algorithm classifies objects based on learning data, with a minimum and maximum number of training datasets. The algorithm normalizes patterns, calculates Euclidean distance, votes from the smallest euclidean distance, and determines the classification results. The Student Graduation Prediction Model uses the KNN method to help assess students' graduation accuracy and accreditation.
PEMBINAAN PENDALAMAN MATERI MICROSOFT WORD DAN MICROSOFT EXCEL BAGI PENYANDANG DISABILITAS DI YAYASAN BHAKTI SENANG HATI DESA SIANGAN, GIANYAR Ni Luh Gede Ambaradewi; Gde Iwan Setiawan; I Dewa Ayu Eka Purba DharmaTari
Jurnal Pengabdian Kepada Masyarakat Sewagati Vol. 1 No. 2 (2023): Jurnal Pengabdian Kepada Masyarakat SEWAGATI
Publisher : Fakultas Teknik dan Informatika Universitas PGRI Mahadewa Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (826.046 KB) | DOI: 10.59819/sewagati.v1i2.2908

Abstract

Salah satu arah pembangunan dalam Garis-Garis Besar Haluan Negara (GBHN) adalah meningkatkan kualitas manusia dalam masyarakat Indonesia. Pendidikan merupakan syarat mutlak untuk mewujudkan manusia Indonesia yang cerdas, unggul dan motivasi tinggi untuk berkontribusi demi kemajuan bangsa. Jalur pendidikan yang biasa ditempuh adalah jalur pendidikan formal. Namun ada yang tidak bisa menenpuh jalur ini. Contohnya para penyandang disabilitas. Karena keterbatasan yang mereka miliki, tidak memungkinkan untuk menempuh pendidikan dijalur normal. Mereka biasanya tertampung dalam sebuah wadah seperti yayasan. Yayasan Bhakti Senang Hati merupakan sebuah yayasan yang terletak di Banjar Teruna, Desa Siangan, Kecamatan Gianyar, Kabupaten Gianyar. Para penyandang disabilitas di yayasan ini diberikan kesempatan untuk tinggal di lingkungan yayasan dan meyediakan berbagai pelatihan pengembangan diri, mereke juga belajar mengelola keuangan yang mereka hasilkan dan tidak jarang mereka juga membuat proposal kerja sama dengan berbagai pihak. Untuk lebih mematangkan kemampuan mereka dalam menulis sebuah proposal dan untuk lebih memudahkan dalam membuat sebuah laporan keuangan maka perlu diberikan pembinaan materi microsoft word dan microsoft excel. Pembinaan dilakukan selama 2 bulan dan untuk mengetahui tingkat kemajuan yang mereka miliki dilakukan proses evaluasi di akhir pertemuan. Dari hasil evaluasi diketahui bahwa kemampuan dalam menulis sebuah proposal dan melakukan perhitungan sedehana menjadi lebih baik. One of the development directions in the GBHN is to improve human quality in Indonesia society. Education is an absolute requirement to realize intelligent, superior and highly motivated Indonesian people to contribute to the progress of the nation. The path of education that is usually taken is the path of formal education. However, there are those who cannot reach this path. For example, people with disabilities. Because of the limitations they have, it is not possible to pursue education in the normal way. They are usually accommodates in a container such as a foundation. The Bhakti Senang Hati foundation is a foundation located in Banjar Teruna, Siangan Gianyar. Person with disabilities at this foundation are given the opportunity to live in the foundations environment and provide various self development training. More able to make proposals and make financial reports, given microsoft word and microsoft ecxel training. Exercise was carried out for 2 months. To determine the ability to be evaluated. From the results of the evaluation it is known that the ability to be better.
PEMANFAATAN DAN PENDAMPINGAN PEMBUATAN QR CODE DAN FACEBOOK MARKETPLACE SEBAGAI MEDIA PROMOSI WISATA DI DESA APUAN SUSUT BANGLI Gde Iwan Setiawan; Ni Luh Gede Ambaradewi; I Kadek Juniarta; I Nyoman Bagus Suweta Nugraha
Jurnal Pengabdian Kepada Masyarakat Sewagati Vol. 2 No. 2 (2023): Jurnal Pengabdian Kepada masyarakat (SEWAGATI)
Publisher : Fakultas Teknik dan Informatika Universitas PGRI Mahadewa Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59819/sewagati.v2i2.3436

Abstract

The purpose of this service activity is to develop the potential of tourist destinations in Apuan village by utilising information technology-based local wisdom, which empowers the potential of the community in increasing family income through increasing creative economic businesses supporting tourist destinations. While the specific target of this service activity, namely in the development of tourism destination promotion. This activity was carried out for 1 (one) month, with several stages of activities in the implementation of this Community Service (PKM), including: (1) initial evaluation; (2) group formation; (3) QR-Code making training; (4) Facebook Marketplace making training; (5) business management assistance; (6) final evaluation, and (7) special monitoring for sustainability. The activities have been implemented, and the village community has begun to utilise Facebook Marketplace as a medium for digital-based tourism promotion.
ANALISIS PERBANDINGAN BIAYA DAN SERVERLESS COMPUTING PADA GOOGLE CLOUD PLATFORM I Putu Eka Indrawan; Gde Iwan Setiawan; Adelia A’fa Nafasha
Jurnal Manajemen dan Teknologi Informasi Vol. 14 No. 1 (2024): Jurnal Manajemen dan Teknologi Informasi
Publisher : Fakultas Teknik dan Informatika Universitas PGRI Mahadewa Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59819/jmti.v14i1.3668

Abstract

Cloud computing is a technological advancement enabling virtual access to IT resources via the internet, although its management isn't always straightforward. To address this challenge, the concept of serverless computing has been developed as an innovative solution, allowing users to pay based on their usage needs. However, many companies still struggle with determining the use of serverless and calculating associated costs. This research aims to qualitatively analyze three types of serverless offerings in GCP: App Engine, Cloud Functions, and Cloud Run, using a user stories model. Additionally, it calculates cost estimates using the Google Pricing Calculator. This study provides insights into comparing each serverless type and assists companies in selecting the appropriate solution. The analysis in this research identifies App Engine as one of the serverless options offering optimal and flexible usage at an affordable price. App Engine is well-suited for businesses or developers seeking a straightforward deployment process. However, it is essential to note that the selection of a serverless platform should be tailored to the needs and complexity of the applications to be executed.