Using Unified Modeling Language Research Articles

Penerapan Fuzzy Tsukamoto untuk Sistem Prediksi Jumlah Produksi Roti Berbasis Web

This research aims to create a system that will provide information about predicting the amount of production to help related parties in determining the amount of production, in addition to seeing the accuracy of the use of methods in predicting the amount of production. Production activities are a series of activities carried out to turn raw materials into products that can be marketed and sold. One of the things involved in this process is the amount of raw materials that will be made into finished products. A calculation process is needed to predict the number of products to be produced to minimize production costs. The method used for the prediction process is the Fuzzy Tsukamoto method, where this method overcomes uncertainty and complexity in decision making. Calculation of errors in predicting is used mean absolute percentage error (MAPE), and for system design an object approach is used using Unified Modeling Language (UML) tools. The results of the study state that system testing is worth 92%, meaning that the system can be used as needed, and for the method used to get an error value of 10.62% so that the Fuzzy Tsukamoto method can be used to predict the amount of production.

A deep learning-based approach to similarity calculation for UML use case models

Unified Modeling Language (UML) models are main artifacts of software applications and valuable assets of software projects. The similarity calculation of UML models is an effective way to model reuse, model validation, model retrieval and pattern detection, which can help developers reduce development cost. Existing studies mainly focus on UML design models such as class diagrams and object diagrams. Yet, there is little research on calculating similarity for use case models despite their importance for software requirements reuse and validation. Thus, this paper proposes a similarity calculation approach for UML use case models. This approach first transforms the use case models into use case graphs and then adopts the deep learning technique — Similarity Graph Neural Network (SimGNN) to calculate the structural similarity between use case graphs. Then it calculates the semantic similarity of use case models with Term Frequency-Inverse Document Frequency (TF-IDF) and Cosine similarity. Finally it syntheses the results of semantic similarity and structural similarity of use case graphs. The effectiveness and efficiency of this approach was evaluated by comparing to two other approaches: (1) Cosine similarity+TF-IDF and (2) Cosine similarity+edit distance. The results showed that the our approach has better performance in terms of both effectiveness and efficiency.

Proposed Web-Based Goods Recording Information System in the Warehouse of PT Bahana Unindo Teknik Plant Plastics Injection

PT Bahana Unindo Teknik Plant Plastics Injection is a company engaged in manufacturing. In the company's warehouse there is a problem, namely the absence of an integrated goods recording system, this is an obstacle because the recording is still done using stock cards and Microsoft Excel. Recording with this method affects the level of speed in the activity of recording goods in the warehouse, recording time takes an average of 10 minutes depending on the variation in the number of items. The proposal given is an information system for recording goods to support activities in the warehouse. System development is carried out using Unified Modeling Language (UML) modeling and creating an information system interface design. The use of an information system for recording goods is expected to shorten the time for recording and provide flexibility in data sharing capabilities in the warehouse of PT Bahana Unindo Teknik Plant Plastics Injection.

Pengembangan Aplikasi Pengelolaan Infak dan Shodaqoh dengan Metode Rational Unified Process (RUP) pada Rumah Yatim Himmatul Ummah Al Islamiah di Kabupaten Kuningan

Himmatul Ummah Al Islamiah Orphanage in Kuningan Regency has a vital role in providing social assistance through the management of Infak and Shodaqoh. However, manual financial management presents challenges related to efficiency and transparency. Manual processes in managing Infak and Shodaqoh increase the risk of administrative errors, difficulty tracking funds, and lack of transparency in the distribution of donations. Therefore, technological innovation is needed to improve the effectiveness of financial management. This research aims to develop a web-based application that optimizes the Management of Infak and Shodaqoh in Orphanages, focusing on efficiency, transparency, and accountability. Application development is carried out by applying Rational Unified Process (RUP) as a structured system development method. Application design uses Unified Modeling Language (UML) to visually model the structure and functionality of the application. The results of the research are that the application developed has succeeded in increasing the efficiency of Infak and Shodaqoh management. The integration of RUP and UML ensures structured development and clear design, resulting in an easy-to-use, transparent, and accountable application. This research contributes positively to the effectiveness of Infak and Shodaqoh Management at Himmatul Ummah Al Islamiah Orphanage. The results can be used as a basis for similar charities to adopt similar technologies to improve the quality of financial management and donation distribution.

Sistem Pakar Diagnosa Kerusakan Hardware Komputer Mengunakan Metode Case Based Reasoning

The purpose of this study is to design and create an Expert System for Diagnosing Hardware Damage on Computers Using the Case Based Reasoning Method. This expert system is created so that computer users can know the initial picture of what damage is happening to their computer hardware. The application created is designed using Unified Modelling Language (UML) which consists of usecase diagrams, activity diagrams, sequence diagrams, and class diagrams. The software used in the design of this application uses PHP programming language, XAMPP as webserver, MySql as database. This research produces an expert system application for diagnosing computer hardware damage using the case-based reasoning method which consists of several data management features that can only be done by admins. This app has been tested using accuracy testing methods. With this application, it is expected to help computer users find out the types of damage that are vulnerable to computer hardware and solutions to overcome the damage.

Aplikasi IT Support Work Orders Berbasis Web Dalam Rangka Menuju Sidoarjo Smart City

One important aspect in supporting the smart city concept is adequate information technology infrastructure. The Sidoarjo district government has made many innovations in making this happen, one of which is the construction of an intranet and internet network using fiber optics which is centered in the Data Center and managed by the Sidoarjo District Communication and Information Center. As a work unit in the field of ICT infrastructure and security at the Sidoarjo Regency Diskominfo, it is responsible for serving reports from the OPD (Regional Apparatus Organization) regarding intranet and internet network problems in the Sidoarjo regency environment. However, the reporting system used is still very simple and manual. The aim of this research is to design and build a web-based system that functions as a complaint, documenting work, and reporting handling related to intranet and internet network problems at the OPD in Sidoarjo Regency. In collecting data, this research used qualitative methods. Meanwhile, system development uses the System Development Life Cycle (SDLC) method with waterfall model, and uses Unified Modeling Language (UML) and Entity Relationship Diagram (ERD) as system modeling. This application was built using PHP with the CodeIgniter framework and MySQL. The results of this research show that the system makes it easier for related parties to make complaints, document work, and report handling.

Rancang Bangun Aplikasi Posyandu Berbasis Android Menggunakan UML (Studi Kasus: Posyandu Dahlia Perumahan Total Persada)

This research is focused on the design and development of an Android-based Posyandu application using the Unified Modeling Language (UML) approach. Specifically, it examines the case study of Posyandu Dahlia at Total Persada Housing. The purpose of this research is to provide assistance to developers in designing Android-based Posyandu applications by utilizing UML modeling. The findings of this study indicate that the application of UML significantly enhances the quality and efficiency of system design. UML enables development teams to create applications with a well-organized structure, proper functionality, and optimal interaction between components. Therefore, the use of UML can be considered a highly valuable approach in designing public health applications like Posyandu Dahlia. The aim is for this application to contribute to the tasks of the cadres and participants of Posyandu Dahlia.

Pengembangan Aplikasi E-Voting Untuk Pemilihan RT/RW Menggunakan Metode Waterfall di Lingkungan Masyarakat Daerah Macan Lindungan Bukit

This research focused on RT.003 RW.003 in Macan Lindungan Bukit area. The RT.003.RW.003 area is included in Bukit Baru Village, Ilir Barat I District, Macan Lindungan Region. Bukit Baru Village has existed since February 22, 1996. Initially, Bukit Baru Village was the result of the expansion of Bukit Lama Village. Bukit Baru sub-district, especially the RT.003 area, was initially very quiet and deserted because most of the area was swamp, where the population was still very small. Along with the progress of development and the increase in living standards and the success of government, especially RT.003, Bukit Baru Village, it can be said to be developing well. As an area that is still developing towards a developed society area, the selection of RT.003 and RW.003 in this area is still done manually. Where residents are invited to come to the meeting hall to vote, with paper and pens distributed by the committee to choose the candidate for RT/RW chairman. In this research, we will develop an E-Voting application system, which will be implemented in RT.003 in Macan Lindungan area. E-Voting was developed to make it easier for citizens to vote and to know the results quickly. The method used in software development uses the Waterfall system planning method using Unified Modeling Language (UML) and system testing uses black box testing. With the web-based e-voting application development model, residents no longer have to come to the polling place but residents can simply vote from home. The programming language used in developing this e-voting application is Web-based PHP and a database that uses MYSQL. Residents who are voters in RT.003 area will be given a user name and password in the online voting process, and can see the vision and mission platform of RT.003 chairman candidates in the e-voting application. The e-voting system that was built provides an interface that is easy for users to use and offers a data search process and election report results that can be immediately known, compared to manual processes.

Aplikasi Pembelajaran Bahasa Inggris Untuk Anak Usia Dini Berbasis Android

Interesting learning methods can increase children's interest in learning, especially young children. Learning methods using applications on computers, tablets and smartphones are starting to be created according to user needs. One of the Android-based applications that will be created is an English learning application for early childhood. This application consists of a main page which contains material choices, a material page which contains illustrated objects, and a quiz page which is a form of evaluation to train children's memory. The research method for making this application uses the System Development Life Cycle (SDLC). Starting with planning an overview of the application, analysis, design using Unified Modeling Language (UML), designing the application interface, to creating the application using Android Studio. Testing of the applications that have been created is carried out on several Android-based smartphone devices. The results achieved are that this Android application is able to function well and can be used as an English learning medium for young children.

Artificial Intelligence-Based Chatbot to Support Public Health Services in Indonesia

The aim of this study is to build an artificial intelligence chatbot application to support public health services. The chatbot acts as an information service that can replace the role of humans. The analysis of functional needs was obtained from information submitted by one of the heads of public health centers in Indonesia. This study uses the Scrum method with pregame stages to produce a plan consisting of functional and non-functional requirements analysis and conceptual design of the chatbot, which will be developed using Unified Modeling Language (UML) diagrams. The process of finding answers uses the matching graph master technique, which is a backtrack matching that utilizes a depth-first search strategy. There are 6 topics of chatbot services, including service schedules, health information, registration, diseases, drugs, and early care services for chatbot users. Tests conducted on these 6 topics showed an average correct answer ratio of 93.1% out of a total of 251 questions. The result of the usability measurement on the chatbot application that has been built obtained a system usability scale value of 80.1, indicating that the developed chatbots are acceptable for use.

Analysis and Design of Asset and Non-Asset Lending Information Systems in the Informatics Engineering Service Unit at Astra Polytechnic

The development of information technology is developing rapidly and has a positive impact on organizational, one of which is Astra Polytechnic, especially at UPT Informatics, which supports the operational activities of inventory lending in the form of assets and non-assets which are considered inefficient. The process of recording, submitting, and approving inventory loans is still done manually, so it takes a lot of time and is prone to errors. The process of recording inventory data is still using excel, loan applications are still made using hardcopy forms and there are no asset and non-asset reports. The aim of research is to analyze needs and design of a system for lending assets and non-assets at UPT Informatics based on Web Applications in order to overcome these problems. The design uses System Development Life Cycle (SDLC) based on Prototyping methodology until design stage. The process of analysis and design is explained using Unified Modeling Language (UML) approach. Analysis of system requirements is carried out on ongoing business processes, which are then outlined in design of asset and non-asset lending information systems, especially in documentation process to produce reports according to company needs.

Evaluating MotorCycleApp: A Mobile Application Mechanic Finder for Repair and Maintenance Servicing

The remarkable surge in demand for motorcycle repair and maintenance services within the motorcycle industry can be attributed to the growing number of motorcycles in the Philippines. This paper presents the development of the MotorCyclepp mobile application, designed to facilitate the finding of motorcycle mechanics in Metro Cebu, Philippines. With this app, riders can effortlessly locate and choose from a list of available mechanics within their vicinity and send service requests accordingly. Simultaneously, mechanics can conveniently review the received requests and decide whether to accept or decline them. Once a request is accepted, the service begins, and upon completion, both parties can conclude their transactions and provide feedback messages. The Input-Process-Output (IPO) model was employed as the system’s methodology. The user interface (UI) design was created using Unified Modeling Language (UML), such as a use case diagram, sequence diagram, and class diagram. The evaluation procedures utilized the ISO 9126 model, which examines five quality characteristics: functionality, reliability, usability, efficiency, and portability, for data analysis. The results revealed that the app is unique and interesting but requires further improvements. The significance of this research to the body of literature and the industry will provide future researchers with a valuable reference for advancing mechanic finder app innovations. Keywords: finder, information technology, ISO 9126, mobile application.

PEMODELAN APLIKASI PEMBAYARAN PENDAFTARAN KURSUS PADA SANGER LEARNING BERBASIS WEBSITE MENGGUNAKAN UML

Modeling the payment registration application for courses at Sanger Learning, based on a website using UML, is a research project aimed at developing a model or design for the course registration payment system at Sanger Learning that can be implemented using Unified Modeling Language (UML). UML is a visual modeling language used to design and develop information systems.

Ordering Information System Design Weddings Organizer Putri Minang uses YII2 Framework

Wedding Organizer is services that work in a manner personal For help candidate bride in planning And supervision implementation party wedding in accordance timetable And budget that has set . Objective study This is produce design For build application web- based that provides service related booking at the Princess Wedding Organizer Minang does the ordering process product during This done Still the manual way then need built system information in a manner hurry And more easy . Where system information this is made use use Object Oriented Programming (OOP) concepts and use Unified Modeling Language (UML) modeling . Frameworks used is Yii2 with Language mainly PHP and Java Script. Analysis observation system walk covers a number business processes and data against service booking . Testing to results developed design _ showing that application can used as where should , be proper service _ complete application _ And capable help with the ordering process product.

The Impact of Point-of-Care Testing for Influenza on Antimicrobial Stewardship (PIAMS) in UK Primary Care: Protocol for a Mixed Methods Study

Background Molecular point-of-care testing (POCT) used in primary care can inform whether a patient presenting with an acute respiratory infection has influenza. A confirmed clinical diagnosis, particularly early in the disease, could inform better antimicrobial stewardship. Social distancing and lockdowns during the COVID-19 pandemic have disturbed previous patterns of influenza infections in 2021. However, data from samples taken in the last quarter of 2022 suggest that influenza represents 36% of sentinel network positive virology, compared with 24% for respiratory syncytial virus. Problems with integration into the clinical workflow is a known barrier to incorporating technology into routine care. Objective This study aims to report the impact of POCT for influenza on antimicrobial prescribing in primary care. We will additionally describe severe outcomes of infection (hospitalization and mortality) and how POCT is integrated into primary care workflows. Methods The impact of POCT for influenza on antimicrobial stewardship (PIAMS) in UK primary care is an observational study being conducted between December 2022 and May 2023 and involving 10 practices that contribute data to the English sentinel network. Up to 1000 people who present to participating practices with respiratory symptoms will be swabbed and tested with a rapid molecular POCT analyzer in the practice. Antimicrobial prescribing and other study outcomes will be collected by linking information from the POCT analyzer with data from the patient’s computerized medical record. We will collect data on how POCT is incorporated into practice using data flow diagrams, unified modeling language use case diagrams, and Business Process Modeling Notation. Results We will present the crude and adjusted odds of antimicrobial prescribing (all antibiotics and antivirals) given a POCT diagnosis of influenza, stratifying by whether individuals have a respiratory or other relevant diagnosis (eg, bronchiectasis). We will also present the rates of hospital referrals and deaths related to influenza infection in PIAMS study practices compared with a set of matched practices in the sentinel network and the rest of the network. We will describe any difference in implementation models in terms of staff involved and workflow. Conclusions This study will generate data on the impact of POCT testing for influenza in primary care as well as help to inform about the feasibility of incorporating POCT into primary care workflows. It will inform the design of future larger studies about the effectiveness and cost-effectiveness of POCT to improve antimicrobial stewardship and any impact on severe outcomes. International Registered Report Identifier (IRRID) DERR1-10.2196/46938

Online Training Application Design with Website-Based Blended Learning System Method

The Ministry of Health provides training to employees to improve their skills and level of service to the people of Indonesia. In the health service training activities carried out, employee training is carried out through seminars. The seminar was conducted in the form of application presentations and hardcopy manuals. The implementation that has been implemented is still lacking because there is no online application that helps the facilitator measure participants' understanding. Therefore, the researchers built an application that aims to produce a website-based online training application. The system development method uses Rapid Application Development (RAD), which is modeled using Unified Modeling Language (UML) tools. Using the PHP programming language and MySQL as a Relational Database Management system, this research produces a training application that can assist the Ministry of Health, especially the Center for Data and Information, in conducting training.

Design of A Security System with Mobile Notifications in Case of Intrusion

Physical security is a crucial aspect of cybersecurity, considering the constant risk of unauthorized intrusions and data theft that companies face. While conventional security measures like alarm systems and video surveillance aim to protect physical infrastructure, they often fall short of meeting businesses' actual requirements. It is vital for companies to have immediate awareness of intrusions and the ability to respond promptly. To tackle this challenge, the recommended approach involves implementing an alert security system that offers real-time notifications. This method entails deploying an Internet of Things (IoT) system equipped with sensors throughout the company's premises. These sensors are specifically designed to detect unauthorized entry, triggering instant alerts to the appropriate personnel via a dedicated mobile application. This application enables seamless communication with the IoT system, enabling swift decision-making in response to potential security breaches. In this research, the initial emphasis was on designing the system using Unified Modeling Language (UML) diagrams. Subsequently, the IoT system was implemented, integrating the necessary sensors. Additionally, a user-friendly application was developed to establish a secure connection between the company's system and employees' mobile devices. Through extensive research efforts, an effective and functional system capable of effectively safeguarding businesses has been successfully devised.

ANALYSIS OF INFORMATION SYSTEM NEED DESIGN FOR RECORDING AND REPORTING INTEGRATED HEALTHCARE CENTER TODDLERS IN KASIN VILLAGE, WORKING AREA OF BARENG COMMUNITY HEALTH CENTER, MALANG CITY

Background: Integrated Healthcare Center is a form of Community Based Health Efforts (UKBM) that has an active role through health cadres in realizing the Community Health Efforts (UKM) to strengthen basic health services (Primary Health Care). Now, it starts to implement a health management information system (Health Management Information System) that is a form of e-health implementation as an effort to accelerate the digital transformation of health in Indonesia according to Regulation of The Minister of Health of The Republic of Indonesia Number 46 of 2017. The recording and reporting system of the integrated Healthcare Center in Kasin Village is still manual and performs the data input using microsoft excel and spreadsheet.
 
 Objectives: This research purpose is providing information system based on website for recording and repoting needed by Integrated Healthcare Center Toddlers in Kasin Village, working area of Bareng Community Health Center, Malang City.
 
 Methods: This research is descriptive qualitative to analyze user needs, system requirements, design system and interface design required for the information system for recording and reporting activities of the Integrated Healthcare Center.
 
 Results: User needs in the recording and reporting of the Integrated Healthcare Center Information System can be identified as the needs of health cadres users and the need of Community Health Center Officers. The design of the information system design for recording and reporting of the Integrated Healthcare Center for toddlers had been compiled using Unified Modeling Language (UML) diagrams using simple and easy to operate features and menus to meet the data needs of the Integrated Healthcare Center and Community Health Center.
 
 Conclusion: The design of the information system that facilities the performance of health cadres and reduce the chance of data errors.

Design and Implementation of Clinical LIS360 Laboratory Management System Based on AI Technology

In order to realize the automation, standardization, and informatization of clinical laboratory work, this research topic develops and accomplishes a set of laboratory information systems (LISs). According to the design methods of software engineering, we first understand user’s demand and the current work situation of clinical laboratory and establish the system case model using Unified Modeling Language (UML) modeling technique. During the system design period, we explain the key technology theories, network structure, system security policy and the connection scheme with hospital information system (HIS). During the system function design period, the system was designed with 6 modules, they are daily inspection work, inquire and statistics, quality control, data dictionary, system configuration, and other tools. Through establishing database model, we accomplish the system database structure design. After the system design, we perform system implementation and test, to show the interface of system implementation and test plan accordingly. The development and application of LIS360 laboratory information management system can greatly improve the management level of laboratory and promote the standardization, modernization, and science of laboratory management. This system has solved the traditional mode of sending test report sheet manually for many years in the laboratory and won valuable time for clinicians to know the patient's condition in time.

Design and Build a System for Procurement of Office Stationery Needs at Hasna Invitation

Office stationery is a very important item in the company as a tool to support company performance, the existence of office stationery equipment certainly greatly supports the performance of employees in the company. Hasna Invitation is a small business engaged in making physical wedding invitations or e-invitations and banners. Not only wedding invitations in Hasna Invitation, but children's toys in the form of puzzles. In meeting the needs of office stationery, Hasna Invitation is still not computerized so that each process is still not effective and efficient and data storage is also not well coordinated. From the description of the problems that occur, it is designed and built an Information System for Procurement of Office Stationery Needs which is expected to solve existing problems. For analysis and design methods used Unified Modeling Language (UML) and System Development Life Cycle (SDLC). The event program management information system uses the PHP programming language and MySQL as the database.