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JOURNAL OF INFORMATION SYSTEM RESEARCH (JOSH)
Published by Forum Kerjasama Pendidikan TInggi
ISSN : -     EISSN : 2686228X     DOI : -
Core Subject : Science,
Computer Science & IT Decision Sciences, Operations Research & Management
Artikel yang dimuat melalui proses Blind Review oleh Jurnal JOSH, dengan mempertimbangkan antara lain: terpenuhinya persyaratan baku publikasi jurnal, metodologi riset yang digunakan, dan signifikansi kontribusi hasil riset terhadap pengembangan keilmuan bidang teknologi dan informasi. Fokus Journal of Information System Research (JOSH)
Arjuna Subject : Ilmu Komputer (semua kategori) - Ilmu Komputer (Lain-Lain)
Articles 754 Documents
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Klasifikasi Tingkat Kematangan Buah Sawit Berbasis Deep Learning dengan Menggunakan Arsitektur Yolov5 Rudi Kurniawan; Ahmad Taqwa Martadinata; Sandy Dwi Cahyo
Journal of Information System Research (JOSH) Vol 5 No 1 (2023): Oktober 2023
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/josh.v5i1.4408

Abstract

Object identification and recognition in the field of computer vision is undergoing rapid development and is applied to various fields, ranging from industry to the health sector. This is reflected in the amount of research conducted, including a focus on the application and personalization of machine learning, as well as the development of new models to solve specific problems and challenges. In the palm oil industry, fruit maturity is divided into two categories, namely immature and ripe. Traditionally, fruit maturity is determined visually by experienced workers based on the number of fruits falling from the bunch or the color of the bunch. However, this technique has disadvantages such as the reduced amount of oil when many fruits fall from the bunch and the subjective assessment of fruit color. Therefore, the purpose of this research is to create an oil palm fruit maturity classification system based on YOLO v5. The dataset used consists of 1500 photos and the annotation data is created with roboflow. The final result is divided into three categories, namely ripe, immature, and rotten. The YOLOv5s algorithm was used to train the dataset. Based on the model estimation results, mAP reached 92%, accuracy reached 97%, and recall reached 96%. The last step is real-time system testing.
Cafe Menu Selection Recommendations using the Simple Additive Weighting (SAW) Method Sri Uszdevita Syardillah Pohan; Joko Sutopo
Journal of Information System Research (JOSH) Vol 5 No 1 (2023): Oktober 2023
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/josh.v5i1.4412

Abstract

In today's modern era, cafes serve a variety of food and beverage menus to their customers. However, this high diversity often leads to problems in selecting menus that suit customer preferences. The main problem faced is the difficulty for customers in choosing the menu that best suits their personal tastes and preferences, given the large number and variety of menus offered by the cafe. The purpose of this research is to find a solution to the problem of selecting a cafe menu using the Simple Additive Weighting (SAW) method. The SAW method is applied to analyze cafe menu data and provide the most suitable menu recommendations based on individual preferences. There are 6 criteria applied in this study to match customer preferences, namely price, portion size, level of popularity, quality of ingredients, compatibility with taste, and aesthetic aspects. It is hoped that this research can provide better guidance for cafe customers in choosing a menu that suits their tastes, as well as help cafe owners in increasing customer satisfaction and sales. The results of calculations using the SAW method that has been carried out get the results of 5 menus that become recommendations because they get the top rank, first Alternative A1 menu Oatmeal Protein Shake has the highest rank with a score of 0.86, second alternative A7 menu Pepperoni Pizza with a score of 0.847, third alternative A4 menu Ramen Noodle with a score of 0.813. fourth alternative A1 menu Alfredo Spaghetti with a score of 0.766 and the fifth Alternative A8 menu Seafood Fried Rice with a score of 0.738.
Penerapan User Centered Design Pada Desain Interaksi dan Arsitektur Informasi Prototype Aplikasi Asisten BasketMu Raden Kartika Satya; Dimas Sasongko; Setiya Nugroho; Ridwan Anam Syabani; Raka Putra Anggarawan
Journal of Information System Research (JOSH) Vol 5 No 1 (2023): Oktober 2023
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/josh.v5i1.4416

Abstract

Coaches have a very important role in the achievements of sports athletes. The coach has the responsibility to organize training methods that suit the athlete's needs and goals. Coaches generally record the performance of team members during training. Recording athlete performance can be used to measure athlete development and improve athlete abilities. Based on the results of interviews and observations with several basketball coaches, they still record on paper forms. The main contribution of this research is to produce an application design that has an information architecture and interaction model to help improve the coach's user experience in recording and monitoring anthropometric developments, physical development, and athlete skill development during training and recording player statistics during matches. Apart from recording the resulting application, it is hoped that it can improve the user experience of coaches and players in analyzing performance data during training and matches. This research uses the User Centered Design method. This research has produced a prototype in high fidelity form. Based on functionality testing using the black box testing method, it shows that the prototype feature can be successful as expected. The User Experience test results show that the average Task Success value from testing the player's user interface is 77%, while the average Task Success value from testing the trainer's user interface is 82%.
Digital Service of Practice licensing for Medical Personnel and Health Facilities with Dashboard System Domi Sepri; Ahmad Fauzi; Suci Eka Putri
Journal of Information System Research (JOSH) Vol 5 No 1 (2023): Oktober 2023
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/josh.v5i1.4421

Abstract

Health workers in the rules must have a requirement in the form of a Practice License in carrying out medical and health activities at a medical practice site. Likewise, health facilities that want to open medical practices must be recorded and have a license to practice issued by the local district / city Health Office. The license to practice medical personnel and health facilities so far in the city of Bukittinggi in the service process is still done manually, making it ineffective for data management and difficult to obtain information. Therefore, a technological innovation is needed for the process of digitizing the service of issuing a web-based license to assist the process of licensing services for licenses to practice medical personnel and health facilities that are fast and effective in producing such correspondence needs. This web-based application was developed using the waterfall model because the stages of the process are passed step by step to get good results. This application on the main page is also displayed with the concept of a dashboard system, making it easier for users to view general data in the application such as data on medical personnel and health facilities that will expire their medical licenses. This application has been tested and used for services to the government and helps in the process of correspondence and evaluating the control process on the licensing of health workers.
Implementasi Sistem Informasi Bank Sampah Dengan Fitur Location Based Service Menggunakan Metode Waterfall Putra Airudani; Murti Retnowo
Journal of Information System Research (JOSH) Vol 5 No 1 (2023): Oktober 2023
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/josh.v5i1.4422

Abstract

A waste bank is a collection place for used goods to be processed and reused which has a system like banking in general but the transaction is used goods with a goods collector system providing prices according to the weight of used goods that have been predetermined, household needs everyday increase, namely the desire to buy new goods to meet these needs or also buy the same goods because of daily needs, With this new item also indirectly replaces the item that was once used. Therefore, an application is needed that can facilitate transactions between local residents and collectors from waste banks to transact directly and easily. The purpose of designing a waste bank application with the Location Based Service feature is to facilitate used goods transactions which are usually done manually and help overcome the management of used goods that are still ineffective until there is still a lot of waste wasted. The method used is the waterfall method which gradually starts from needs analysis, design, design to application experiments. The expected result of this research is that it can help people in the Nogotirto area become more enthusiastic about depositing their used goods so that it not only helps in reducing the disposal of inorganic waste or used goods that are thrown away in vain but can also help people earn money if they deposit used goods at the waste bank through this information system.
Sistem Pendukung Keputusan Rekomendasi Wedding Organizer Terbaik Menerapkan Metode MOORA dan Pembobotan ROC Muhammad Naufal Rifqi; Agus Iskandar
Journal of Information System Research (JOSH) Vol 5 No 1 (2023): Oktober 2023
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/josh.v5i1.4433

Abstract

Wedding Organizer provides a variety of services to help couples prepare and organize their wedding according to their wishes. However, with so many choices of wedding planners in Medan, couples often have difficulty choosing the best one for their needs. Decision Support System (DSS) is a strategy that assists in decision making by applying mathematical and statistical techniques to available data. In the case of selecting a Wedding Organizer, SPK can be used to assist couples in assessing and choosing the optimal option that matches the parameters that have been set. This complex selection process involves careful consideration of price, quality of service, reputation, portfolio and experience. The MOORA method with the ROC weighting method is one of the methods that can be used in DSS to select the best alternative based on several criteria. The MOORA method allows ranking alternatives based on different criteria, while the ROC method weighting can help overcome data imbalance problems and optimize model performance in decision making. From the results of calculations using the MOORA and ROC methods that have been carried out from 8 alternatives, it produces recommendations for the wedding organizer, namely getting 4 highly recommended alternatives while 4 other alternatives are sufficiently recommended. The research findings show that the application of the MOORA method with the ROC Method assessment is able to provide recommendations that are more precise and in accordance with the established criteria, assisting couples in making accurate and efficient decisions when choosing the Wedding Organizer that best suits their wishes and needs.
Sistem Pendukung Keputusan Pemilihan Apartemen Terbaik Menerapkan Metode TOPSIS dan Pembobotan ROC Firdo Andri Saputra; Agus Iskandar
Journal of Information System Research (JOSH) Vol 5 No 1 (2023): Oktober 2023
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/josh.v5i1.4434

Abstract

An apartment is a residential unit or place to live in a high-rise building, usually consisting of several floors or levels. Choosing an apartment is very difficult because there are many factors that must be considered in choosing the apartment. In Jakarta Selatan City, there are many apartments, because each apartment has its own conditions and charm. There are problems with apartment buyers because of the variety of facilities available, so buyers are confused about choosing which apartment is most suitable for them. So by implementing a system that can help decisions and provide recommendations for apartments that are suitable for customers. This research has 5 criteria, namely: Price, Size, Cost, Facilities and Location. Therefore, by implementing a Decision Support System using the TOPSIS method and ROC weighting which can produce weight values and produce ranking values which can help in solving the problems in this research. So the one chosen in the selection of the best alternative apartment A5 was the Denpasar Residence with a value of 0.8396
Penerapan Model View Kontroler Pada Pengembangan Aplikasi Penawaran dan Penerimaan Barang Zulfikar, Ahmad Fikri; Supriyadi, Dede
Journal of Information System Research (JOSH) Vol 3 No 4 (2022): Juli 2022
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/josh.v3i4.1814

Abstract

The role of the internet is very important in order to produce information that is faster and more accurate, CV Lavender Bakery is a food and beverage provider. CV Lavender Bakery is currently using internet media optimally for the performance of the company, especially in the field of supply and demand for goods as a marketing medium. The process of delivering information on supply and demand has been through the company's web. The design of the information system uses the PHP programming language and data storage with MySQL. The results achieved in designing web-based supply and demand applications are good data processing and storage, and to be more efficient and structured, I will develop this web application with the MVC (Model View Controller) concept
Sistem Informasi Bahasa Rejang Berbasis Natural Language Processing (NLP) Untuk Pelestarian Budaya Lokal Wibowo, Sastya Hendri; Diana, Diana
Journal of Information System Research (JOSH) Vol 5 No 2 (2024): Januari 2024
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/josh.v5i2.4270

Abstract

Regional languages in Indonesia have their own differences both in terms of morphology and dialect, such as the Minang language in West Sumatra, the Batak language in North Sumatra, the Sundanese language in West Java and also the Rejang language in Bengkulu. Each province is certain to have its regional language dictionary in the form of a printed book, but not necessarily a digital dictionary. In the current era of computer technology, it is very important to build a language translation application. So that it can make it easier for the community, especially the Indonesian people, to communicate between one person and another with a different regional language. Therefore, building a digital dictionary is the main requirement as a source of supporting data used by language translation applications. In Bengkulu, there is currently no digital dictionary for Rejang, nor is there an application for translating Rejang to Indonesian or vice versa. Meanwhile, to build a language translator application, a left corner parsing algorithm is needed. The left corner parsing algorithm is a combination of two algorithms, namely the top down parsing algorithm and the bottom up parsing algorithm. This algorithm's task is to check each word in a sentence, then match a grammar pattern to the results of the inspection. This inspection process will become a word checker. Rejang language is a regional language used by approximately 500,000 native speakers who live in Rejang Lebong Regency and the surrounding areas in Bengkulu Province and South Sumatra Province. Basically, the Rejang language belongs to the Malay or Indonesian language family. The Rejang language not only has a structured morphology but also a script, namely the Kaganga script. Until now there has been no research examining the Rejang language regarding the Rejang language information system based on natural language processing (NLP) in Bengkulu province for the preservation of local culture. The result of this research is a Rejang language information system application that displays information about digital dictionaries, translators and Rejang cultural information that is useful for the people of Bengkulu Province.
Evaluasi User Experience Sistem Informasi Akademik Pada Website mahasiswa.pkkb.ac.id Menggunakan User Experience Questionnaire (UEQ) Agus Ariwanta, I Putu Yesha; Gunawan, I Made Agus Oka; Indrawan, Gede
Journal of Information System Research (JOSH) Vol 5 No 2 (2024): Januari 2024
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/josh.v5i2.4490

Abstract

The information system website on mahasiswa.pkkb.ac.id is a crucial platform for students to access academic information, class schedules, and other educational resources. Evaluating the User Experience (UX) of such a website's information system is a critical step in enhancing the quality of online educational services. In this research, the researcher utilized the User Experience Questionnaire (UEQ) method to measure the UX on the mahasiswa.pkkb.ac.id student information website. The research was conducted at Kartini Bali Health Polytechnic with 63 student respondents who are currently active academically. The results of evaluating user experience using the UEQ method for each aspect are evaluated as follows: 4,444 attractiveness points are rated 1,513, clarity is rated 1,341, effectiveness is rated 1,488, reliability is rated 1,488 was rated 1,409, stimulation was rated 1,552 and novelty was rated 1,115. This shows that all aspects of the value user experience received positive ratings. The outcomes of this study demonstrate that the User Experience Questionnaire (UEQ) is an effective method for assessing and measuring the User Experience (UX) of the mahasiswa.pkkb.ac.id student information website, and the resulting improvement recommendations can serve as the foundation for future developments in enhancing online educational services.

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