Garuda - Garba Rujukan Digital

Rancang Bangun Sistem Informasi Penjualan dan Piutang Berbasis Website pada Toko Inti Alam Indrawan, I Putu Yoga; Widiartha, Komang Kurniawan; Nugraha, Putu Gede Surya; Mahendra, Gede Surya; Digita, I Dewa Kadek Laksana
INSERT : Information System and Emerging Technology Journal Vol. 3 No. 2 (2022)
Publisher : Prodi Sistem Informasi, FTK, Undiksha

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23887/insert.v3i2.54855

Toko Inti Alam merupakan sebuah usaha yang bergerak di bidang distributor batu alam khususnya marmer dan granit dan menawarkan jasa pemasangan meja, lantai dan dinding. Dalam pencatatan data penjualan dilakukan sebelumnya masih manual oleh bagian administrasi dengan menginput data penjualan pada spreadsheet penjualan dan setoran, yang dimana admin melakukan 2 kali penginputan sehingga kondisi tersebut sangat tidak efisien. Data piutang diinput dalam spreadsheet piutang oleh administrasi, dan bagian penjualan hanya tidak ada pencatatan data piutang dan hanya menyimpan nota piutang, sehingga bagian penjualan kurang dalam pengendalian piutang penjualan. Berdasarkan permasalahan tersebut, solusi yang ditawarkan adalah pembuatan sistem informasi penjualan dan piutang berbasis website pada Toko Inti Alam. Pengembangan sistem yang dilakukan menggunakan waterfall model dimana dilakukan tahapan perancangan sistem, analisis sistem, desain sistem, pengkodean program, uji coba program, dan implementasi sistem. Bahasa pemrograman yang digunakan adalah kolaborasi antara HTML, PHP dan MySQL. Hasil dari penelitian ini adalah sebuah sistem yang mampu memudahkan dalam proses penjualan, pembelian dan pengendalian piutang. Bagian administrasi juga dimudahkan dalam mengelola data pembelian dan utang. Sistem ini menghasilkan laporan penjualan, pembelian, piutang, utang dan stok opname yang bisa dilihat oleh pemilik toko Inti Alam. Pengujian black box pada sistem ini memberikan hasil yang valid pada tiap halaman yang telah diimplementasikan sebelumnya.

Naïve Bayes-based Student Graduation Prediction Model: Effectiveness and Implementation to Improve Timely Graduation Atmaja, Ketut Jaya; Indrawan, I Putu Yoga; Asana, I Made Dwi Putra; Wawan, I Kadek; Udayanie, Ayu Gde Chrisna
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.v6i3.4408

Studies in an educational institution, when the lack of timely graduation of students in each batch and the number of students in each batch, causes an imbalance between incoming students and outgoing students and causes a decrease in accreditation from the campus, this should not continue to happen, the solution to dealing with this problem as an early detection of students who graduate on time is to predict the length of the student study period they have. Therefore, researchers will discuss the design of a prediction system for graduating on time using the Naïve Bayes method, to predict student graduation so that there is no imbalance of incoming and outgoing students. The construction of this system also uses the Naïve Bayes method and the CRISP-DM (Cross Industry Standard Process Data Mining) development method. In this case study, the Naïve Bayes method predicts data into 2, namely 1 (graduated on time) and 0 (did not graduate on time) by labeling the data used. In this model using 3247 data with the selection of features, namely semester achievement index 1 (ips1), ips2, ips3, ips4, ips5, semester credit units1 (credits1), credits2, credits3, credits4, credits5, semester credit units not passed 1 (skstidaklulus1), skstidaklulus2, skstidaklulus3, skstidaklulus4, skstidaklulus5 and labels. Using these feature variables results in model performance with 80% accuracy, with 80% accuracy it can be said that the model works well.

Perancangan Sistem Informasi Untuk Mendukung Pengelolaan Data Penjualan pada Toko BUMDes Atmaja, Ketut Jaya; Nirwana, Ni Kade Ayu; Nugraha, Putu Gede Surya Cipta; Asana, I Made Dwi Putra; Sandhiyasa, I Made Subrata; Indrawan, I Putu Yoga
Jurnal KOMET Vol 1 No 3 (2025): Jurnal Komet: Kolaborasi Masyarakat Berbasis Teknologi : INPRESS Volume 1 Nomor 3
Publisher : Yayasan Sinergi Widya Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70103/komet.v1i3.52

BUMDes Guna Artha menghadapi sejumlah permasalahan utama yang memerlukan penanganan yang baik. Salah satu tantangan utamanya adalah ketidakpastian ketersediaan barang di toko. Sistem pencatatan stok yang hanya mengandalkan lembar MS Excel seringkali tidak dapat mencerminkan situasi aktual di toko fisik. Dampak dari situasi ini melibatkan ketidakpuasan pelanggan dan potensi merugikan citra toko BUMDes Guna Artha. Informasi adalah sekumpulan data atau fakta yang diorganisasi atau diolah dengan cara tertentu sehingga mempunyai arti bagi penerima. Ketersediaan informasi yang baik dapat membantu pihak manajemen toko BUMDes dalam pengambilan keputusan untuk terus meningkatkan kinerja toko. Solusi dari permasalahan yang dihadapi mitra adalah dengan melakukan kegiatan Pengabdian Kepada Masyarakat (PKM) berupa pembuatan dan pelatihan penggunaan sistem informasi. Fitur-fitur dari sistem informasi yang dibangun mencakup sistem transaksi penjualan, kemampuan untuk melihat status pesanan dan pembayaran secara real-time, serta penyediaan laporan penjualan dan grafik penjualan per barang. Dengan semua fitur ini, melalui sistem informasi penjualan yang dibangun dapat memfasilitasi transaksi, pelacakan pesanan, pembayaran, stock opname, dan penyediaan laporan penjualan secara lebih efektif. Kegiatan PKM dibagi menjadi pembuatan sistem informasi dan pelatihan penggunaan sistem informasi. Pada sistem informasi yang dibuat dapat digunakan untuk mencatat transaksi penjualan yang telah dilakukan, dan juga dapat memberikan informasi penjualan dan informasi stok barang di toko BumDes.

Marketing with Social Media and Strengthening Identity Through Packaging Branding Nugraha, Putu Gede Surya Cipta; Indrawan, I Putu Yoga
International Journal of Community Service Learning Vol. 5 No. 1 (2021): February 2021
Publisher : Universitas Pendidikan Ganesha

The purpose of this community service activity is to help partners take advantage of social media to expand market share, create business brands or logos as branding in strengthening business identity which will be implemented in product packaging. To achieve the objectives of the activity, the approach method used is interview and observation. The partner in this community service activity is a donut snack entrepreneur which is commonly consumed by children and adults as well as for religious activities. The results of the evaluation with partners on community service activities are that branding and packaging have a big role because partners get donut orders over the phone for religious ceremonies in the local area, where the phone number is obtained from the product packaging. The surrounding community also gave a positive response to social media partners who were used for product marketing. the conclusion of this community service activity went well. Partners are given increased knowledge about business management strategies so that they can continue to exist in the modern era by looking at social conditions, target consumers, current market conditions. Partners are given a business logo design that can be used by partners as a business product branding in the future. The implication obtained by partners is that the business market share is getting wider and builds consumer trust so that business profits increase.

Performance Comparasion of DenseNet-121 and MobileNetV2 for Cacao Fruit Disease Image Classification Ariawan, Kadek Rizki; Ekayana, Anak Agung Gde; Indrawan, I Putu Yoga; Winatha, Komang Redy; Setiawan , I Nyoman Anom Fajaraditya
Indonesian Journal of Data and Science Vol. 6 No. 1 (2025): Indonesian Journal of Data and Science
Publisher : yocto brain

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56705/ijodas.v6i1.233

Introduction: Cacao fruit diseases significantly impact cocoa yield and quality in Indonesia. Early detection is critical, yet traditional methods are often time-consuming and error-prone due to the visual similarity of disease symptoms. This study aims to compare the performance of two Convolutional Neural Network (CNN) architectures—DenseNet-121 and MobileNetV2—for automated image classification of cacao fruit diseases. Methods: The dataset comprises 8000 images augmented from 2000 original photos taken in cocoa plantations in Bali, categorized into four classes: fruit rot, fruit-sucking pests, pod borers, and healthy fruits. Both CNN models were trained using the Adam optimizer, a learning rate of 0.001, and a dropout rate of 0.4. The input images were resized to 224×224 pixels. Evaluation metrics included accuracy, precision, recall, and F1-score. Results: DenseNet-121 outperformed MobileNetV2 across all metrics. DenseNet-121 achieved an accuracy of 94.50%, precision of 94.75%, recall of 94.25%, and F1-score of 94.50%. In comparison, MobileNetV2 reached an accuracy of 93.88%. Although MobileNetV2 offered faster training time and lower model complexity, DenseNet-121 demonstrated superior feature extraction and stability, supported by its deeper architecture and greater parameter capacity. Conclusions: DenseNet-121 is more effective than MobileNetV2 in classifying cacao fruit diseases, providing higher accuracy and robustness. Despite requiring more computational resources, it is better suited for developing a web-based cocoa disease detection tool to assist farmers in timely and accurate disease identification.

Information System for Financial Management Advancing Village Community Empowerment Across Bali Province Nugraha, Putu Gede Surya Cipta; Indrawan, I Putu Yoga; Desmayani, Ni Made Mila Rosa; Mahendra, Gede Surya; Yuliandari, Ni Kadek
RIGGS: Journal of Artificial Intelligence and Digital Business Vol. 4 No. 3 (2025): Agustus - October
Publisher : Prodi Bisnis Digital Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/riggs.v4i3.3080

Manual financial recording at the Community and Village Empowerment Service of Bali Province undermines traceability, delays reporting, and heightens the risk of data loss. This study designs and implements a web-based financial management information system that centralizes data capture, processing, storage, and reporting with role-based controls (treasurer, secretary, head of finance). Development followed the waterfall model—requirements definition; system and software design; implementation with unit testing; integration and system testing; and operation and maintenance—supported by clear specifications for security, reliability, and usability. The implemented system manages employee records, cash flows, changes in capital, balance sheets, and income statements, and generates printable managerial reports. Functional verification via black-box testing showed successful execution across all tested pages, indicating correctness of critical workflows (authentication, data entry, and reporting). A user acceptance test involving six finance staff yielded an average score of 81.04%, with the system aspect (appearance and operability) at 82.00%, the user aspect (comprehension and task support) at 77.78%, and the interaction aspect (accessibility and link/page reliability) at 83.33%. These quantitative results indicate that the application meets user needs and is suitable for operational deployment. Practically, adoption is expected to improve transparency, strengthen internal control, accelerate period closing, and reduce operational risk in public-sector finance. The structured lifecycle and role-aware design further provide a foundation for future enhancements, including broader usability evaluations, security hardening under higher loads, integration with e-government data sources, and mobile or offline modules to support bandwidth-constrained environments.

METODE AHP-TOPSIS PADA SISTEM PENDUKUNG KEPUTUSAN PENENTUAN PENEMPATAN AUTOMATED TELLER MACHINE Mahendra, Gede Surya; Indrawan, I Putu Yoga
JST (Jurnal Sains dan Teknologi) Vol. 9 No. 2 (2020)
Publisher : Universitas Pendidikan Ganesha

Penempatan ATM memiliki resiko seperti vandalisme, card trapping dan card skimming sehingga kesalahan kecil dapat berdampak besar terhadap pemborosan biaya, investasi, dan waktu. Penelitian ini bertujuan untuk membuat sebuah sistem pendukung keputusan (SPK) yang dapat memberikan rekomendasi penentuan penempatan Automated Teller Machine (ATM) dengan menggunakan kombinasi dari metode Analytical Hierarchy Process (AHP) dan Technique for Order Preference by Similarity to Ideal Solution (TOPSIS). Data penelitian yang digunakan adalah 76 data alternatif penempatan ATM dan dicari 38 alternatif yang akan direalisasikan. Kriteria penilaian yang digunakan adalah ketersediaan ATM, keamanan, harga lahan dan permintaan nasabah. Akurasi dari hasil rekomendasi yang dibandingkan dengan data realisasi penempatan ATM berdasarkan geometric average dari pembobotan kriteria seluruh decision maker adalah sebesar 84,21% dan error rate sebesar 15,79%.

Naïve Bayes-based Student Graduation Prediction Model: Effectiveness and Implementation to Improve Timely Graduation Atmaja, Ketut Jaya; Indrawan, I Putu Yoga; Asana, I Made Dwi Putra; Wawan, I Kadek; Udayanie, Ayu Gde Chrisna
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.v6i3.4408

Studies in an educational institution, when the lack of timely graduation of students in each batch and the number of students in each batch, causes an imbalance between incoming students and outgoing students and causes a decrease in accreditation from the campus, this should not continue to happen, the solution to dealing with this problem as an early detection of students who graduate on time is to predict the length of the student study period they have. Therefore, researchers will discuss the design of a prediction system for graduating on time using the Naïve Bayes method, to predict student graduation so that there is no imbalance of incoming and outgoing students. The construction of this system also uses the Naïve Bayes method and the CRISP-DM (Cross Industry Standard Process Data Mining) development method. In this case study, the Naïve Bayes method predicts data into 2, namely 1 (graduated on time) and 0 (did not graduate on time) by labeling the data used. In this model using 3247 data with the selection of features, namely semester achievement index 1 (ips1), ips2, ips3, ips4, ips5, semester credit units1 (credits1), credits2, credits3, credits4, credits5, semester credit units not passed 1 (skstidaklulus1), skstidaklulus2, skstidaklulus3, skstidaklulus4, skstidaklulus5 and labels. Using these feature variables results in model performance with 80% accuracy, with 80% accuracy it can be said that the model works well.

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

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.

Influence of Mobile-Based Correspondence Information Systems on Administrative Services using SCRUM Gede, I Komang; Hutnaleontina, Putu Nuniek; Indrawan, I Putu Yoga
Jurnal Ilmiah Manajemen & Bisnis Vol 9 No 2 (2024)
Publisher : Universitas Pendidikan Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.38043/jimb.v9i2.5566

This study aims to design, implement, and analyze the impact of a correspondence information system on administrative services in Antiga Village, with a focus on enhancing transparency and service efficiency. A web- and mobile-based management information system was developed to support this objective. The study was structured using the SCRUM model. In Sprint 1, initial data collection was conducted through interviews and questionnaires distributed to village residents, with a carefully selected population and sample. Sprint 2 involved secondary data analysis from literature and previous studies, providing insights into best practices for village administrative management. Sprint 3 included system design using user interface mockups and process flow diagrams. Sprint 4 concentrated on system implementation and functional testing to validate its capabilities. The results indicate that this system has improved administrative service performance, with functional testing achieving a success rate of 71.43%. Impact analysis shows a positive correlation between system implementation and service improvement, with a determination coefficient of 10.3%, suggesting that additional factors also contribute to service enhancement. This study’s contribution lies in its dual focus on system implementation and comprehensive impact analysis, making it a model for similar administrative contexts. The integration of Panca Satya values provides a framework that strengthens transparency, commitment, and dedication to village development. Intensive technology training was found necessary to enhance technical literacy among village officials, ensuring optimal system operation and broadening benefits such as reduced service times and increased resident satisfaction. This study offers a model for integrated service improvement and underscores the role of technology-driven transparency in advancing rural administrative management, serving as a valuable reference for similar initiatives.

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