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INDONESIA
Jurnal Teknologi Dan Sistem Informasi Bisnis
Published by Universitas Dharma Andalas
ISSN : -     EISSN : 26558238     DOI : -
Core Subject : Science, Engineering,
Computer Science & IT Electrical & Electronics Engineering
Jurnal Teknologi dan Sistem Informasi Bisnis merupakan Jurnal yang diterbitkan oleh Prodi Sistem Informasi Universitas Dharma Andalas untuk berbagai kalangan yang mempunyai perhatian terhadap perkembangan teknologi komputer, baik dalam pengertian luas maupun khusus dalam bidang-bidang tertentu yang terkait dengan teknologi informatika komputer. Naskah yang diterima untuk diterbitkan berupa hasil penelitian lapangan, penelitian kepustakaan, pengamatan serta karya ilmiah yang berhubungan dengan topik yang relevan dengan situasi Teknologi Komputer.Jurnal Teknologi Komputer terbit 2 kali dalam satu tahun yaitu bulan Januari dan Juli.
Arjuna Subject : Ilmu Komputer (semua kategori) - Sistem Informasi
Articles 447 Documents
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Sistem Rekomendasi Produk Somethinc Menggunakan Metode Content-based Filtering Azizah, Nailatul; Rozi, Anief Fauzan
Jurnal Teknologi Dan Sistem Informasi Bisnis Vol 6 No 3 (2024): Juli 2024
Publisher : Prodi Sistem Informasi Universitas Dharma Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47233/jteksis.v6i3.1411

Abstract

In choosing skin care products, many consumers often make mistakes due to a lack of understanding of skin type and a lack of knowledge about skin care products available on the market. This often makes it difficult for them to find suitable products. This research aims to design an application that is able to provide skincare recommendations based on previous product preferences. The method used is Content-based filtering. The recommendation process is carried out by comparing product content to produce the highest to lowest ranking, as well as calculating the minimum support and confidence values ​​to determine association rules for itemset combinations. To calculate the similarity between words using the cosine similarity algorithm, product descriptions will be given a value using TF-IDF (Term Frequency-Inverse Document Frequency) calculations. After that, the similarity weight will be calculated using the cosine similarity algorithm, the similarity weights from highest to lowest. In this research, the product with the highest similarity value was obtained with a value of 0.722.
Analisis Arsitektur Convolutional Neural Network Untuk Klasifikasi Citra Bunga Munandar, Annisa Nurfitri Rida; Rozi, Anief Fauzan
Jurnal Teknologi Dan Sistem Informasi Bisnis Vol 6 No 3 (2024): Juli 2024
Publisher : Prodi Sistem Informasi Universitas Dharma Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47233/jteksis.v6i3.1413

Abstract

Characteristic recognition of biological sciences is increasingly popular in scientific research, especially by utilizing computation.Indonesia is one of the countries with the largest biodiversity in the world, currently, Indonesia has identified and named 19,232 species of flowering plants.Flower image classification has attracted the interest of many researchers to investigate new methods.One of the widely used methods is deep learning and neural network methods.Convolutional Neural Network (CNN) is one of the most commonly used deep learning methods in image processing. This study aims to analyze the performance of flower image classification using VGG16 and NasNetMobile architecture with fine tune and without fine tune.The NasNetMobile architecture model with fine tune achieved the best accuracy of 99.15%, while the NasNetMobile architecture model without fine tune achieved the lowest accuracy of 97.45%.
Optimisasi Infrastruktur Cloud: Memanfaatkan Keunggulan Serverless dan Blockchain Nur Adillah, Muhammad Fauzan; Utama, Nur Ichsan
Jurnal Teknologi Dan Sistem Informasi Bisnis Vol 6 No 3 (2024): Juli 2024
Publisher : Prodi Sistem Informasi Universitas Dharma Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47233/jteksis.v6i3.1416

Abstract

Cloud infrastructure has become a fundamental foundation in supporting modern applications. Serverless technology and blockchain offer the potential to enhance efficiency, security, and transparency in cloud infrastructure. However, in-depth research on how to optimize cloud infrastructure by leveraging the advantages of these two technologies remains limited. This study aims to explore the potential for optimizing cloud infrastructure by utilizing the benefits of serverless technology and blockchain. The author intends to analyze how the integration of these two technologies can improve the performance, security, and efficiency of cloud infrastructure. A qualitative literature review approach is employed in this research. The author analyzes various literature sources to understand the concepts, benefits, and challenges in optimizing cloud infrastructure by leveraging serverless technology and blockchain. The author's analysis indicates that the integration of serverless and blockchain in cloud infrastructure can enhance system scalability, security, and transparency. However, there are several technical and managerial challenges that need to be addressed to implement this integration effectively.
Bahasa Inggris Almubarok, Fahad Farhan; Muthasina, Faisal Yahya; Darwis, Muhammad; Purnama, Diki Gita
Jurnal Teknologi Dan Sistem Informasi Bisnis Vol 6 No 3 (2024): Juli 2024
Publisher : Prodi Sistem Informasi Universitas Dharma Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47233/jteksis.v6i3.1418

Abstract

IOTA (Foster Parent Information Application) is a mobile system designed to facilitate communication between foster parents, foster children, and related institutions. Using the waterfall method, the application development includes implementation, testing, and maintenance phases. Requirements analysis determines key features such as daily activity recording, while an intuitive user interface design and efficient database architecture are implemented according to specifications. Comprehensive testing is conducted to ensure optimal performance. It is hoped that through this process, IOTA will enhance communication and care for foster children through a more effective platform. Keywords: Foster Parent Information Application (IOTA), Waterfall Method, Foster Parent Communication, Mobile Application Development, Coordination of Related Institutions
Sistem Informasi Persediaan Barang Pada PT. TGA Berbasis Website Menggunakan Framework Laravel Marli'aini, Navika Tiamy; Anggoro, Dimas Aryo
Jurnal Teknologi Dan Sistem Informasi Bisnis Vol 6 No 3 (2024): Juli 2024
Publisher : Prodi Sistem Informasi Universitas Dharma Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47233/jteksis.v6i3.1419

Abstract

PT. Tiara Giri Agrapana is a tourism organization. The problem is that the warehouse administrator checks goods manually, and makes data reports on incoming and outgoing goods, there are often differences in the amount of stock, and employees have difficulty finding stock. The research aims to make it easier for administrators to compile monthly and annual stock reports, arrange picking up goods, and pick up goods by employees more easily than previous methods. The waterfall method is carried out sequentially from requirements analysis, design, development, testing, and maintenance. The system is designed using PHP language, MySQL, and Laravel framework. The black-box testing method was used as unit testing, the system was tested using SUS from 20 respondents with a result of 92.25, including the usable category. It was concluded that users well received the system. This research is expected to produce an information system that can simplify the work of warehouse administrators in making monthly and annual reports on goods data, time efficiency for entering and storing goods data, and make it easier for employees to submit goods
Interorganizational Project Urgency, Problems, and Solutions: A Systematic Literature Review Laura, Laura; Raharjo, Teguh
Jurnal Teknologi Dan Sistem Informasi Bisnis Vol 6 No 3 (2024): Juli 2024
Publisher : Prodi Sistem Informasi Universitas Dharma Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47233/jteksis.v6i3.1422

Abstract

Interorganizational projects involve two or more organizations to work jointly on a shared activity for a finite time. By doing interorganizational projects, organizations can be more competitive in increasingly varied and volatile markets. The benefits of interorganizational projects are followed by a difficult challenge that is to align difference between members of the project, so the benefits remain poor. A systematic literature review is performed to know what problems and solutions of an interorganizational projects are. This research also provided information about the urgency of an interorganizational project to balance the problem.
Penerapan Metode Simple Additive Weighting Untuk Pemilihan Ketua OSIS di SMAN 2 Muara Badak Dwi Riyono, Ady Fajar; Cahyono, Dwi; Sumirat, Lambang Probo; Syahadiyanti, Litafira
Jurnal Teknologi Dan Sistem Informasi Bisnis Vol 6 No 3 (2024): Juli 2024
Publisher : Prodi Sistem Informasi Universitas Dharma Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47233/jteksis.v6i3.1429

Abstract

Telah dikembangkan aplikasi berbasis website sebagai sistem pemilihan ketua OSIS di SMAN 2 Muara Badak. Tujuan pengembangan ini adalah untuk mengatasi subjektivitas pemilihan ketua OSIS sebelumnya yang seringkali tidak menghasilkan pemimpin yang kompeten. Dalam penelitian yang dilakukan pada sistem pendukung keputusan ini diimplementasikan dengan menggunakan pendekatan Simple Additive Weighting (SAW) untuk menentukan calon ketua OSIS berdasarkan parameter yang telah ditentukan, seperti visi dan misi, kemampuan wawancara, kemampuan beradaptasi, nilai akademik, dan keaktifan. dalam organisasi. Hasil dari penerapan ini adalah rekomendasi berupa pemeringkatan yang dapat merekomendasikan sekolah dalam menentukan ketua OSIS yang berkompeten dan kompeten.
Implementasi Arsitektural Resnet-34 Dalam Klasifikasi Gambar Penyakit Pada Daun Kentang Pranatha, Made Doddy; Maricar, M Azman; Setiawan, Gede Herdian
Jurnal Teknologi Dan Sistem Informasi Bisnis Vol 6 No 3 (2024): Juli 2024
Publisher : Prodi Sistem Informasi Universitas Dharma Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47233/jteksis.v6i3.1431

Abstract

This research develops and implements an image classification method using the Residual Network (ResNet) architecture to identify potato leaf diseases, achieving an accuracy of around 97%. The dataset used consists of 2152 potato leaf images, categorized into three classes: early blight, late blight, and healthy. The selected model is ResNet-50, known for its ability to address the vanishing gradient problem, allowing for the training of very deep networks. The model training process involves data augmentation to enhance dataset diversity and prevent overfitting. Additionally, hyperparameter optimization was performed to maximize the model's performance. Evaluation of the model shows that ResNet-50 can achieve an accuracy of approximately 97% on the test data, indicating the model's high capability in accurately recognizing and classifying the condition of potato leaves. These results demonstrate the significant potential of using ResNet in plant disease image classification applications, which is crucial for decision-making in agricultural management. This research underscores the importance of deep network architectures and data augmentation techniques in improving the performance of deep learning models.
Pengukuran Kepuasan Nasabah Dengan Metode Quality Function Deployment (QFD) Dan Important Performance Analysis (IPA) Pada Jasa Bank ardiansyah, faris ardiansyah; Sulistiyowati, Wiwik
Jurnal Teknologi Dan Sistem Informasi Bisnis Vol 6 No 3 (2024): Juli 2024
Publisher : Prodi Sistem Informasi Universitas Dharma Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47233/jteksis.v6i3.1440

Abstract

This research aims to realize and maintain service quality because it can influence the level of customer satisfaction which will later influence customer loyalty to banking services at Bank XYZ. The methods used in this research are the Important Performance Quality (IPA) and Quality Function Deployment (QFD) methods. Important Performance Quality (IPA) is a method for representing the relative importance of an organization's performance in order to understand its basic attributes. Meanwhile, Quality Function Deployment (QFD) is a method for showing consumer needs and desires in products and services that have quality characteristics. Using the Important Performance Quality (IPA) and Quality Function Deployment (QFD) methods can determine the priority order for improvements based on service quality attributes and technical responses at Bank is one of the success factors for every service company.
Implementasi Sistem Informasi Ketertelusuran Berbasis RFID Dalam Peningkatan Nilai Saing Produk Pertanian High Involvement Amadea, Ida Bagus Neo Kurnia; Gunawan, Putu Wida; Tonyjanto, Christian
Jurnal Teknologi Dan Sistem Informasi Bisnis Vol 6 No 3 (2024): Juli 2024
Publisher : Prodi Sistem Informasi Universitas Dharma Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47233/jteksis.v6i3.1449

Abstract

An effective traceability information system for agricultural products, especially for products with a high level of involvement (High Involvement Products), is very important and urgent to implement. Currently, around 60% of information is lost in every agricultural product supply chain, making it difficult for consumers to recognize which products to buy, which complicates their decision-making process. This research designs and implements a traceability information system for superior varieties of durian fruit, which is considered an agricultural product with a high level of involvement. This research develops the existing traceability system model design, implementation and integration of RFID technology into the system, and analyzes the increase in competitiveness after implementing a traceability information system for agricultural products. The research results show that the model design and implementation of an RFID-based traceability information system can be carried out using RFID tags, with an information loss rate reaching 0% in each supply chain entity. Statistical analysis shows that durian that uses an RFID-based information system has higher competitiveness than durian that does not use an RFID-based (conventional) information system.

Page 33 of 45 | Total Record : 447

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