Journal of Informatics And Telecommunication Engineering
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373 research outputs found
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Information System for Predicting Fisheries Outcomes Using Regression Algorithm Multiple Linear
Get PDFBireuen is one of the regencies in Aceh province which has quite a lot of potential for marine and fishery resources, both capture fisheries and aquaculture, because some areas in this district are coastal areas supported by several fish landing bases (PPI), namely PPI Kuala Jangka, Kuala Jeumpa, Peudada, Jeunip, Pandrah, and Bate Iliek which are supporting sectors of the regional economy. The importance of this research is so that the Department of Food Security, Maritime Affairs and Fisheries can estimate the catch of fish in the coming year so that it can be used in terms of policies to increase the fishery production sector. The method used in information systems research to predict fishery results Multiple Linear Regression Algorithm using two independent variables (X), namely, the number of motorized boats (X1), the number of rainy days (X2) and one dependent variable, namely the number of fish caught (Y). ). The steps taken in this research are data collection, calculation of each variable, completion of the elimination method, substitution to get constant values, coefficients and inserting constants and coefficients into the Multiple Linear Regression equation. Based on data obtained from 2016, 1017, 2018, 2019 and 2020 using the Multiple Linear Regression algorithm, the prediction results of the Tangka fishery in Bireuen Regency in 2021 are 12,813.88 tons
2D Game “Omar’s Adventure†design using the Finite State Machine Method
No full textA video game is a game that has rules in it that must be obeyed when the game takes place so that the video game ends either in a win or a loss, played with a device / console. Video games themselves consist of various kinds, one of which is 2D video games. A 2D game is a game that only has 2 spaces or 2 axes, namely the X and Y axes. This research was conducted with the aim of incorporating Islamic elements into a video game so that players can recognize and learn Islamic elements through more interesting media. The result of the research is a 2D game called "Omar's Adventure" which was designed using the Unity game engine, and applied the Finite State Machine (FSM) method in making the game. The FSM given in this game will make several NPCs move / react according to the player's movements to add interactivity in playing it. The resulting game contains the adventure of Omar, where he needs to pass the levels or obstacles that prevent him from his goal in the form of the path of goodnes
Pneumatic Brushing Machine Automation Design Based On Programmable Logic Controller (PLC)
Get PDFIn the production of musical instruments, PT Yamaha Music Manufacturing Asia uses wood as the main material with a production process and model that is in accordance with company regulations to produce a quality musical instrument. In the process of producing musical instruments, PT Yamaha Music Manufacturing Asia still uses industrial machines manually. Problems that occur every year the demand for musical instrument production is always increasing, the amount of production demand must of course be balanced with the readiness of capable machines/production tools because the use of manual machines in the production process reduces efficiency. Therefore, in this study the author contributes to making PLC-Based Pneumatic Brushing Machines to increase company productivity by applying automatic production machines. The design of the brushing machine system is carried out using a 3-phase electric motor as a conveyor and brush drive, a solenoid valve as a pneumatic cylinder driver, and a proximity sensor as an object detector (wood) which is controlled using an Omron PLC, as an automatic controller. The operator only puts the wood on the conveyor, then the wood will be cleaned automatically by a brush controlled by PLC. Based on the results of the feasibility test, the overall machine in the production process is running effectively marked by increased production yields and spots on the wooddisappearingr. Pneumatic works optimally in generating air pressure to move industrial engine components, proximity sensors as wood detect cane to detect wood with a maximum distance of 8 mm, and brushes are clean wood with a width of between 200 mm to 700 mm and a wood thickness of 14 mm to 700 mm. d 23mm. The implications manufacture of this hardware implantable to keep pace with the demand for musical instrument production from PT Yamaha Music Manufacturing with the ability of increasingly sophisticated production machine
Intelligent Decision Support System in the Selection of Children's School Types Based on IQ, SQ, and EQ in Aceh
Get PDFSchools are institutions for students to carry out early stages of education that are tailored to their level. Developments that continue to show their existence have a very rapid impact, for example school institutions. Currently, there are permanent schools (pondok/pesantren) or public schools (state/private) with their respective performances. However, the tendency of parents to choose the best school according to him without paying attention to the child's growth and development first. This often occurs after the transition from elementary school to junior high school (SMP). Especially for the Aceh area, where the majority of children are directly in hostel with the hope that the child can grow optimally without reviewing the advantages and disadvantages. The rapid development of technology in Indonesia has contributed a lot to the problems experienced by society with the birth of various kinds of intelligent systems. The development of an intelligent system based on this expert system can be a solution to the problems that arise for parents now, can determine the type of school children will go to in the future. by implementing a method that is able to make decisions by providing the best solution. The purpose of this study is to build an intelligent system that is able to provide decision support in determining the type of school. By providing services to parents in the form of a web service-based interface system. As well as understanding the type of child's ability before deciding to be in a boarding school or public school, especially at the junior high school level
Analysis Of Right And Wrong Use Of Mask Based On Deep Learning
Get PDFPandemic COVID-19 makes it important to apply the proper and correct use of masks. The correct use of a mask where its use can cover the nose mouth and chin. One of the problems in using masks is that there are still many people who have not used masks properly and correctly. The importance of the correct use of masks because the transmission of the Covid-19 itself does not only occur through splashes when sneezing or coughing between humans but can also occur when talking or breathing by spreading through fluid particles less than 0.0002 inches (5 microns) in diameter called aerosols that are emitted when people talk. From these problems it is necessary to have a computational-based analysis system to be able to identify patterns and make decisions and perform certain tasks automatically so that the results obtained are more efficient and objective. In this study, a deep learning method with a resnet 50 will be used to obtain the correct and incorrect results of using masks. The results of this study indicate that the deep learning method with resnet 50 is able to achieve 98.41% accuracy in classifying the correct and incorrect use of masks
Design and Build a Web-Based E-Lapor Application as a Citizen's Service Media
Get PDFRukun Warga 06 Jatisari Bekasi City is a government agency that has direct contact in serving residents. One of the services provided is the submission of complaints in the surrounding environment and the preparation of cover letters for various purposes. The service system provided can be said to be still conventional, and manually documented. With the current system, of course, it is still quite inconvenient for residents, especially when submitting complaints to the surrounding environment because it is not well documented so that follow-up is still not optimal. besides that, there are also problems that occur if residents want to submit a cover letter. The application of information system technology for citizen services will greatly help to make the system even better. Therefore we need an application that can be accessed anytime and anywhere to create a more optimal service. E-Lapor is a web-based application that is intended to help maximize citizen services. The application is designed using UML and built with HTML & PHP programming languages, as well as for interface design using CSS and for the database it is MySQL. Testing this application using black box and usability testing with results showing that the application is functioning properly, in accordance with the design that has been made
Systematic Literature Review of Waste Classification Using Machine Learning
Get PDFThe development of the global economy has caused people's living standards to increase and the production of domestic waste has also increased from year to year. The population of big cities that have limited environmental carrying capacity, causing the waste problem requires serious handling. Manual waste sorting is hazardous to health and wastes time, money and effort. If waste is not handled properly, environmental problems will increase in the long run. Machine learning works by combining features such as textures and colors to complement junk image recognition. Today's machine learning technology continues to develop, not only methods, types of waste, and features but also identify and analyze datasets used in waste management by gathering all scientific evidence. Collecting existing research and then identifying, assessing, and interpreting requires a systematic literature review. Until the end of 2021, the research topic of waste classification using machine learning was found with various types of waste, algorithms, datasets, and others. However, the dataset used by the algorithm in image recognition is relatively single, the types of garbage classified and the relative accuracy results can still be improved
Design and Development of Software Project Management System using Scrum
Get PDFGood project management is a crucial factor for the smooth implementation of projects in an application development organization. Management activities carried out manually have the potential to result in errors in data processing, and it is difficult to monitor project progress, which often results in time and financial losses. This research was conducted to overcome this problem by building a project management system based on the Scrum method using the Laravel framework and applying a multiple linear regression algorithm in estimating time for each project activity with parameters of the number of people involved and the type of work, as well as competency mapping on the recommendations in the human resource allocations. The Scrum method is used because of its flexibility and fast adaptability to the system development process. The result of this research is a software development project management system that helps organizations in allocating human resources and time management. The resulting multiple linear regression model obtains a Mean Absolute Error (MAE) of 349.97. Descriptive analysis conducted on user responses stated that user responses were positive towards the use of the project management system
Augmented Reality for Topeng Malangan Face Recognition as a Media for Cultural Education
Get PDFTopeng Malangan is one of Malang's original culture that needs to be preserved. However, the survey results show that 65.9% of respondents are not familiar with Topeng Malangan. Currently Topeng Malangan is less popular among the people of Malang city, because Topeng Malangan art is rarely performed and only a little introduced through dance learning in elementary schools. There are 76 Topeng Malangan figures with six famous figures, namely Raden Gunung Sari, Dewi Sekartaji, Dewi Ragil Kuning, Bapang, Panji Asmoro Bangun, and Klono Sewandono. This research produces face recognition software through Augmented Reality using a marker tracking model. Two-dimensional marker as the printed or the cellphone screen displayed figures, will be performed as a three-dimensional image of the mask face. In addition to three-dimensional images, figuring character information, text and sound are also showed according to the characteristics of the Topeng Malangan from Desa Kemantren Kecamatan Jabung, Kabupaten Malang, Jawa Timur. The blackbox testing of the application shows that all application parameters are functioning properly. This application can be used as a learning medium in the form of educational games about Topeng Malangan figures and cultur
Design of Steel Reheating Furnace Gas Actuator Control System Using Arduino UNO
Get PDFTo minimize production down time that caused by equipment damage, it is necessary to have sufficient spare part availability. But sometimes this is hard to fulfill because of the price of spare parts and there are any specifications that are difficult to find. One of the equipment that has a vital role in steel manufacturing process is a gas valve actuator that has a function to regulate the flow of gas volume used in the billet reheating process. Most actuator problems are caused by the control circuit, while the mechanical and actuating devices can still work normally. Replacing the actuator unit will require a large cost, as well as a relatively long response time. From these problems, a control system is designed that can be applied to the actuator units that are already available by utilizing Arduino UNO as a processor, to reduce down time due to equipment damage. The method applied to this tool is to compare the input signal value with the actual gas valve opening position from the potentiometer. Based on the results of data collection shows this control system has an average error value of 0.7075%. The results of the tests carried out show that the Arduino UNO-based control system can operate the actuator unit effectively, to be used in the billet reheating process