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Decision Support System for Sentiment Analysis of Youtube Comments on Government Policies Udayana, I Putu Agus Eka Darma; I Gusti Agung Indrawan; Putra, I Putu Dwi Guna Ambara
Journal of Computer Networks, Architecture and High Performance Computing Vol. 5 No. 1 (2023): Article Research Volume 5 Issue 1, January 2023
Publisher : Information Technology and Science (ITScience)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/cnahpc.v5i1.1999

Abstract

Sentiment analysis is the process of classifying a text dataset as positive, negative or neutral. Youtube is one of the popular media used to provide responses to a problem. In the Jokowi era, infrastructure development was carried out massively and evenly, one of which was in Bali Province, namely the construction of the Mengwi-Gilimanuk Toll Road. The construction of the Mengwi-Gilimanuk Toll Road consumed a lot of people's agricultural land, which resulted in various pro and con responses from the community. From these problems, sentiment analysis is carried out to get community reviews related to the object being analyzed by utilizing algorithms to be able to classify opinions, in the construction of this system the naïve bayes algorithm is used with testing methods namely accuracy, precision, and recall. From the sentiment analysis conducted by utilizing 18 video links on YouTube with 701 comments, it produces positive sentiment as much as 50.64%, negative sentiment as much as 7.70% and neutral sentiment as much as 39.23%.
Comparison of Deep Learning Methods for Detecting Tuberculosis Through Chest X-Rays Udayana, I Putu Agus Eka Darma; Indrawan, I Gusti Agung; Prawira, I Made Karang Satria
Journal of Computer Networks, Architecture and High Performance Computing Vol. 6 No. 3 (2024): Articles Research Volume 6 Issue 3, July 2024
Publisher : Information Technology and Science (ITScience)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/cnahpc.v6i3.4345

Abstract

Chronic diseases are the leading cause of death worldwide, accounting for 73% of deaths in 2020. Tuberculosis (TB), caused by the bacterium Mycobacterium tuberculosis, is one of these diseases and has a significant impact on countries with a high TB burden due to a lack of radiologists and medical equipment. Early diagnosis of TB is crucial but challenging because of its similarity to lung cancer and the shortage of radiologists. A semi-automatic TB detection system is needed to support medical diagnosis and improve public health services. Deep learning technology, such as Convolutional Neural Networks (CNN), offers an effective solution for disease diagnosis with high accuracy. This study compares deep learning methods using an 8-layer CNN and VGG-19, both enhanced with Histogram Equalization (HE) for improved image quality. The study utilizes chest X-ray images of normal lungs and TB-affected lungs from Kaggle. Model performance is evaluated using accuracy, precision, recall, and F1-score metrics. Results indicate that the VGG-19 model outperforms the 8-layer CNN across all evaluation metrics, achieving an accuracy of 72.00% compared to 65.00% for the 8-layer CNN. VGG-19 also demonstrates better precision, recall, and F1-score, making it a more suitable choice for TB detection with enhanced image quality.
PELATIHAN DAN PENDAMPINGAN PENGGUNAAN TEKNOLOGI INFORMASI UNTUK PENINGKATAN KAPASITAS PRAJURU DESA ADAT DI BALI Ni Wayan Wardani; I Putu Agus Eka Darma Udayana; Komang Redy Winatha; I Putu Yoga Indrawan; Putu Gede Surya Cipta Nugraha; Eddy Hartono; I Nyoman Agus Suarya Putra; Ni Made Mila Rosa Desmayani
Sewagati Vol. 1 No. 2 (2023): Sewagati
Publisher : Fakultas Teknik dan Informatika Universitas PGRI Mahadewa Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (370.165 KB) | DOI: 10.59819/sewagati.v1i2.2734

Abstract

A traditional village in Bali is an institution that is responsible for managing and maintaining the sustainability of a traditional village in Bali. The development of information technology has developed so rapidly that even village officials must keep up with the development of information technology. However, in reality some village officials are not fluent in using information technology either in the form of Microsoft Word, Excel, Power Point, especially now that online meetings are also developing with many positive impacts. Based on these problems, community service was carried out by conducting Microsoft Word, Excel, Power Point training, and online meetings using the Zoom application. This training was conducted with the aim of increasing the skills of indigenous village communities in using information and communication technology. In this training, participants will be taught how to use Microsoft Word, Excel, and Power Point to create documents, process data, and make presentations. In addition, participants will also be taught how to use the Zoom application to conduct online meetings. This training is expected to provide benefits for indigenous village communities in improving their skills and productivity. Based on the evaluation results that have been carried out using the pre-test and post-test methods, in general there is an increase in the ability of village officials to operate the information technology material that has been provided in this community service.
Pengembangan Virtual Tour 360 Pada Objek Wisata Sangeh Satya, I Wayan Wira; Sandhiyasa, I Made Subrata; Aristana, Made Dona Wahyu; Udayana, I Putu Agus Eka Darma; Desnanjaya, I Gusti Made Ngurah
Jurnal KOMET Vol 1 No 2 (2024): Jurnal Komet: Kolaborasi Masyarakat Berbasis Teknologi : Volume 1 Nomor 2, Oktobe
Publisher : Yayasan Sinergi Widya Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70103/komet.v1i2.13

Abstract

Objek Wisata Sangeh, terkenal dengan hutan kera alaminya dan keberadaan beberapa pura penting, menawarkan pengalaman unik bagi pengunjung. Namun, terdapat kendala karena pura di kawasan ini tidak boleh dimasuki oleh wisatawan, serta keterbatasan informasi yang tersedia yang dapat mengurangi pengalaman wisata. Oleh karena itu, kegiatan pengabdian ini bertujuan untuk mengembangkan Virtual Tour 360° untuk Objek Wisata Sangeh sebagai solusi atas masalah tersebut. Hasil dari kegiatan ini adalah pembuatan sebuah website virtual tour untuk Objek Wisata Sangeh, yang diharapkan dapat memberikan edukasi yang akurat tentang keindahan dan keberagaman budaya Sangeh, serta mempromosikan destinasi wisata ini kepada wisatawan lokal maupun mancanegara. Pengujian System Usability Scale (SUS) menunjukkan bahwa website virtual tour ini mendapatkan skor tinggi dalam penerimaan pengguna dengan nilai akhir 78.375. Skor ini berada dalam kategori "Acceptable" dan masuk dalam kelas B. Kategori dan kelas tersebut biasanya menunjukkan bahwa pengguna menemukan sistem tersebut cukup memuaskan dan dapat digunakan dengan baik dalam konteks yang diujikan.Manfaat dari kegiatan ini termasuk sebagai media edukasi, pelestarian budaya, dan pengalaman virtual yang interaktif bagi pengunjung.
Pendampingan Penerapan Sistem Informasi Manajemen Penilaian Karyawan untuk Peningkatan Kinerja pada Hotel Bakung Sari Kuta Wijaya, Bagus Kusuma; Radhitya, Made Leo; Udayana, I Putu Agus Eka Darma; I Made Yoga Apriliana
Jurnal KOMET Vol 1 No 2 (2024): Jurnal Komet: Kolaborasi Masyarakat Berbasis Teknologi : Volume 1 Nomor 2, Oktobe
Publisher : Yayasan Sinergi Widya Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70103/komet.v1i2.16

Abstract

Pandemi COVID-19 memberikan dampak signifikan pada sektor perhotelan, khususnya di Bali. Beberapa hotel menghadapi tantangan besar akibat pengurangan operasional dan perumahan karyawan. Untuk bangkit kembali, hotel ini perlu mengoptimalkan pengelolaan sumber daya manusia, terutama dalam penilaian kinerja karyawan yang sebelumnya kurang transparan dan tidak konsisten. Kegiatan pengabdian kepada masyarakat ini bertujuan untuk mengatasi permasalahan tersebut melalui penerapan sistem informasi manajemen penilaian karyawan yang efektif dan transparan. Metode pelaksanaan meliputi sosialisasi, analisis kebutuhan, implementasi sistem, pendampingan, dan pelatihan. Hasil evaluasi menunjukkan peningkatan signifikan dalam pemahaman dan keterampilan peserta pelatihan, dengan kenaikan nilai pre-test dan post-test berkisar antara 15 hingga 20 poin. Sistem yang diterapkan membantu Hotel Bakung Sari Kuta memastikan penilaian kinerja karyawan dilakukan dengan kriteria yang objektif dan konsisten, memungkinkan keputusan manajemen yang lebih tepat terkait promosi, pelatihan, dan pengembangan karyawan. Hasil kegiatan menunjukkan bahwa sistem informasi manajemen penilaian karyawan yang baik dapat meningkatkan kepuasan dan motivasi karyawan serta membantu hotel meningkatkan kinerja operasionalnya melalui pengelolaan sumber daya manusia yang lebih efektif dan transparan.
Rancang Bangun Sistem Informasi Akuntansi Di Stiki Copy Center Haris, Lucky Hardiyanti Kartika; Ardiana, Dewa Putu Yudhi; Udayana, I Putu Agus Eka Darma
Jurnal Sistem Informasi dan Komputer Terapan Indonesia (JSIKTI) Vol 2 No 2 (2019): December
Publisher : INFOTEKS (Information Technology, Computer and Sciences)

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (590.557 KB) | DOI: 10.33173/jsikti.60

Abstract

Abstract STIKI Copy Center is one place of business that provides print, copy, scan and sells office stationery services. Financial reporting process that occurs in STIKI Copy Center is still not in accordance with the financial statements should be and still use Ms.Excel which makes the owner feel difficulty in the process of calculating the current formula. The financial statements made at Ms.Excel can be manipulated by someone or the owner can do inputting with the same data so that it can cause redundancy and can also cause incompatibility of data and data that could be lost or deleted if infected by a virus or accidentally deleted. This research aims to design and build an accounting information system at STIKI Copy Center which begins with the stages of identifying problems, conducting data collection, analyzing system modeling using UML, building systems using the laravel framework and MySQL database. The results of this research are financial applications based website that will process the transaction income and expenses and print reports general ledger, balance sheet, income statement, statement of changes in capital and is also equipped with a revenue graph for each month. From the test results by using black box testing can be seen that the system has been going well as expected