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International Conference on Informatics, Engineering, Science and Technology, INCITEST 2018

作者： Finandhita, A. Afrianto, I. Program Studi Teknik Informatika Universitas Komputer Indonesia Jl. Dipatiukur No. 112 - 116 Bandung40132 Indonesia

The purpose of developing an e-diploma system model is to provide an overview of digital files that can be used as documents that have the same validity as paper documents. The validity is obtained through digital signature authentication so that in the future the use of e-diploma can be synchronized with a paper-based diploma. The method used to develop the model is a descriptive qualitative. The result of the research is a model. A printed diploma has a vulnerability that must be considered. Basically, paper documents are easily lost and damaged. Digital signatures are the mechanisms used to guarantee the authenticity of digital documents in the form of digital certificates. Digital certificates issued by the state to maintain its authenticity and integrity. Digital signatures are attached to digital documents. An E-Diploma is given as a companion of the original diploma. The model is developed to show that an E-Diploma may be considered as a valid document in the future, as long as it is authenticated by digital signatures. © Published under licence by IOP Publishing Ltd.

关键词： Authentication

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Analysis and Design E-Arsip Based on Kano and Object Oriented 1

Analysis and Design E-Arsip Based on Kano and Object Oriente...

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1st International Conference on Applied Information Technology and Innovation, ICAITI 2018

作者： Putra, Bima Cahya Juliasari, Noni Subandi Anubhakti, Dian Program Studi Teknik Informatika Fakultas Teknologi Informasi Universitas Budi Luhur Jakarta Selatan DKI Jakarta Indonesia

ISBN: (纸本)9781538667262

Ease in collecting data in the form of document archive is one of the factors needed for ease of institution in policy making. A well-documented archive facilitates the process of searching, distributing and supporting the decision-making process the use of information and communication technology is one of the efforts that can be done so that the archives can be well documented, accurate, relevant and easily searchable when needed. The use of web-based applications is one solution that can be offered to address issues related to undocumented Archives. Through the E-Archive application stakeholders can categorize documents, upload documents, download documents required directly and at any time, so archives that will be documented can be stored and can be used at any time without having to search physically. To identify the needs of the author using the method introduced by N. Kano, for the results of analysis and design of the author using object oriented and for testing user ease the author using ISO 9126, the general acceptance rate of the application is tested by functionality, reliability, usability and efficiency by distributing questionnaires. With an e-archive application the institution can easily document their archives. © 2018 IEEE.

关键词： Acceptance tests

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Classification of Autism Histogram of Oriented Gradient (HOG) Feature Extraction with Support Vector Machine (SVM) Method

Classification of Autism Histogram of Oriented Gradient (HOG...

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2023 International Conference on Modeling and E-Information Research, Artificial Learning and Digital Applications, ICMERALDA 2023

作者： Tamba, Melati Muhathir Badriana Ula, Mutammimul Sahputra, Ilham Universitas Medan Area Fakultas Teknik Program Studi Teknik Informatika Medan Indonesia Universitas Malikussaleh Fakultas Teknik Program Studi Teknik Elektro Aceh Indonesia Universitas Malikussaleh Fakultas Teknik Program Studi Sistem Informasi Aceh Indonesia

ISBN: (纸本)9798350369359

This article aims to develop and validate an Autism Classification system using the Histogram of Oriented Gradient (HOG) feature extraction method and Support Vector Machine (SVM). The research problem focuses on the difficulties in identifying early signs of autism in children based on their facial features and patterns. To approach this issue, we use theoretical references from the field of artificial intelligence and digital image processing. This system is developed based on data collected through empirical research, which is then qualitatively and quantitatively analyzed using the SVM method. The results show that the system achieves an accuracy rate of 88%, precision of 86.5%, recall of 87%, f1-Score of 86.5% and f2-Score of 86 demonstrating the system's effectiveness in identifying children who may have autism. The article concludes by stating that the developed Autism Classification system shows significant potential in the early detection of autism in children. This suggests that AI-based facial analysis can be a valuable tool in helping parents and healthcare professionals identify early signs of autism. Recommendations for further research are to validate the system's performance on larger and more diverse datasets to increase its reliability and generalizability. © 2023 IEEE.

关键词： Support vector machines

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Modeling And Simulation Of Electrical Prevenion System Using Arduino Uno,Gsm Modem, And Acs712 Current Sensor

Modeling And Simulation Of Electrical Prevenion System Using...

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International Conference on Information and Communication Technology (IconICT)

作者： Khair, Ummul Lubis, Abdul Jabbar Agustha, Indra Dharmawati Zulfin, M. Sekolah Tinggi Teknik Harapan Medan Program Studi Teknik Informatika Jl HM Jhoni 70 Medan Indonesia Univ North Sumatera Medan Indonesia

The current electricity needs is very primary, all objects including electronics require power, it encourages people not to be able to save electricity so the theft of electric power would be done. The use of ACS712 current sensor as the sensor with arduino uno would find out the power consumption continuously and prevent the theft of electricity because of the use of electricity which has been determined by PLN and the people fetl that it is not enough for every house, so the author made a tool for prevention of theft of electric power by using the arduino uno, buzzer, ACS712 current sensor, lcd, and relay then the power usage can be controlled according to the use to prevent the occurrence of theft of electricity so the use can be seen directly on the lcd 16x2and GSM modem to give information to employees of PLN so that it can reduceelectrical theft by the public.

关键词： Electric theft prevention tools ACS712 current sensor Arduino uno

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Heuristics and Metaheuristics for Solving Capacitated Vehicle Routing Problem: An Algorithm Comparison 7

Heuristics and Metaheuristics for Solving Capacitated Vehicl...

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7th Information Systems International Conference, ISICO 2023

作者： Muriyatmoko, Dihin Djunaidy, Arif Muklason, Ahmad Program Studi Teknik Informatika Universitas Darussalam Gontor Jawa Timur Ponorogo63471 Indonesia Program Studi Sistem Informasi Institut Teknologi Sepuluh Nopember Jawa Timur Surabaya60111 Indonesia

The Capacitated Vehicle Routing Problem (CVRP) is an optimization problem that involves arranging vehicle routes while considering vehicle capacity. This research aims to compare the effectiveness of several heuristic (Path Cheapest Arc, Path Most Constrained Arc, Savings, Christofides) and metaheuristic (Greedy Descent, Guided Local Search, Simulated Annealing, Tabu Search) algorithms for determining the routing scenarios and vehicle types for faculty transportation between the male campus in Ponorogo and the female campus in Mantingan Ngawi at Universitas Darussalam Gontor. The research involves decision variables for vehicle routing determination and the objective of minimizing the distance traveled. The constraint function includes two options: one vehicle with a capacity of 60 passengers and four vehicles. This research utilizes Google OR Tools with the Python programming language using Google Colab to facilitate the calculation process. The research results indicate that metaheuristic algorithms outperform heuristics for complex case studies (four vehicles). This study recommends using metaheuristic methods, specifically Christofides Guided Local Search and Christofides Simulated Annealing, for determining the best routes with the shortest distance and time. Further research was developed using algorithms such as hyperheuristics or matheuristics. © 2023 The Authors. Published by Elsevier B.V.

关键词： Vehicles

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Application of Backpropagation Algorithm for Handwriting Recognition

Application of Backpropagation Algorithm for Handwriting Rec...

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2020 Annual Conference on Science and Technology Research, ACOSTER 2020

作者： Farlinda, Sustin Yunus, Muhammad Pratama, Mudafiq Riyan Prakoso, Bakhtiyar Hadi Rahagiyanto, Angga Susilowati, Dyah Dasriani, Ni Gusti Ayu Hakim, Lukmanul Anam, Khairil Program Studi Rekam Medik Jurusan Kesehatan Politeknik Negeri Jember Indonesia Program Studi Ilmu Komputer Fakultas Teknik Dan Desain Universitas Bumigora Mataram Indonesia Program Studi Teknik Informatika Fakultas Teknik Universitas Maarif Hasyim Latif Sidoarjo Indonesia

Handwritten letter recognition is one form of pattern recognition. The introduction of letters looks simple to humans, but it becomes a tough task for computer programs to complete. In recognizing someone's handwriting, a computer program trained first. This study discusses how a computer recognizes a digital image pattern in the form of handwritten letters using the backpropagation algorithm. The backpropagation algorithm used in making this system is backpropagation with momentum. The network architecture used consists of an input screen with 64 neurons, a hidden screen consisting of 46 neurons, and an output screen with five neurons. Before the recognition process, input image with image format (jpg) processed first, which includes scaling, grayscale, and binarization. The trial results show that the system can recognize handwriting with an accuracy of up to 65%. © Published under licence by IOP Publishing Ltd.

关键词： Neurons

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Design Science Research Methodology of Mobile Apps Development for Students with Cerebral Palsy Spastic and Dyskinetic 7

Design Science Research Methodology of Mobile Apps Developme...

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7th Information Systems International Conference, ISICO 2023

作者： Muriyatmoko, Dihin Tjahyanto, Aris Harmini, Triana Iqbal, Moh Robiul Program Studi Teknik Informatika Universitas Darussalam Gontor Jawa Timur Ponorogo63471 Indonesia Program Studi Sistem Informasi Institut Teknologi Sepuluh Nopember Jawa Timur Surabaya60111 Indonesia

The Design Science Research Methodology (DSRM) is commonly used in developing and innovating information systems, particularly in creating artifacts such as mobile apps for education and healthcare. This study aimed to apply DSRM to create learning media for students with spastic and dyskinetic Cerebral Palsy at SLB Bina Mandiri ABCD Cirebon who have difficulty communicating due to limited arm muscle movement. The study produced two iterations of learning media artifacts: a book with picture cards using the PECS method and a mobile app with added Indonesian audio. The study focused on designing and developing the second artifact, which was more effective than the first. Future research could evaluate the second artifact in greater depth through client-initiated testing. © 2023 The Authors. Published by Elsevier B.V.

关键词： Students

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Wireless Scoreboard Technology Architecture for Athlete Performance Data Warehouse at Multiple Table Sports Games 1

Wireless Scoreboard Technology Architecture for Athlete Perf...

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1st Paris Van Java International Seminar on Computer, Science, Engineering, and Technology, PVJ ISComSET 2020

作者： Dwipriyoko, Estiyan Widjajani Sari, Wahyu Purnama Mujiarto Program Studi Informatika Fakultas Teknik Universitas Langlangbuana Bandung Indonesia Program Studi Teknik Industri Fakultas Teknik Universitas Langlangbuana Bandung Indonesia Department of Mechanical Engineering Universitas Muhammadiyah Tasikmalaya Indonesia

The presence of technology brings many new changes that facilitate human life. In the field of information for sports competition results in the form of a scoreboard. Scoreboard is used in sports tournaments as a display of the results of a tournament. So everyone who is in the arena can find out the results of the tournament score. Scoreboard generally displays the value of the tournament, displays the time of the tournament and the number of rounds during the tournament. The majority of scoreboard shows only one result from one tournament, while there are tournaments where several teams compete simultaneously in one room, so the audience has difficulty knowing the score of other tournaments even though they are in one room. For example, in a pool or table tennis tournament, in one arena there are more than one team competing. At that time, usually the scoreboard is only on each table. That causes a limited number of scoreboard that can be seen by the audience, not all tournaments. Meanwhile, the scoreboard used in Indonesia also still uses the remote and cable as the transmission media when inputting scores. The remote is held to a distance according to the length of the cable which is very impractical. The space for the remote holder is also not flexible because the remote is connected by a cable. Therefore, in inputting the score there is no need to use cable anymore, because this application is web-based and connected via a wireless network. The purpose of this research is: to make it easier to record scores of tournaments with multiple tables, and to record performance statistics from athletes. The benefits of this research are: to make it easier to record values because they are connected to a wireless network and display them in real time, and get athlete performance statistics during the competition. © Published under licence by IOP Publishing Ltd.

关键词： Cables

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Recognition of Beam's Music Notation Patterns Using Artificial Neural Networks with The Backpropagation Method

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Journal of Information Technology Education: Research 2019年第1期3卷 41-47页

作者： Haumahu, John Pierre Program Studi Teknik Informatika Universitas Trilogi Jakarta Indonesia

The beam notations is officially used as the standard of international music notation, and is often found in scores for both musical instruments and vocals. In Indonesia, the use of numerical notation is more widely used and understood, because the learning process of notation beams is not easy, and takes time for the introduction of each symbol and its meaning. The pattern recognition technology makes it possible to recognize the pattern of the beam notations. The software used for system development is Matlab, utilizing artificial neural network using backpropagation method to recognize the pattern of beam *** is a supervised learning method, where the system will be given the training first, and then the system can understand and identify patterns based on the knowledge gained. The final result shows that the system is able to recognize patterns from notations that have been previously studied with the highest percentage of 91.20% © 2019, Journal of Information Technology Education: Research. All Rights Reserved.

关键词： Neural networks

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Moving Image YOLOv3 Process Comparison with Multiple Resolutions and Frames-per-Second 23

Moving Image YOLOv3 Process Comparison with Multiple Resolut...

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23rd International Seminar on Intelligent Technology and Its Applications, ISITIA 2022

作者： Al-Azam, Moh Noor Achlaq, Mochamad Mizanul Darujati, Cahyo Program Studi Teknik Informatika Fakultas Teknik dan Ilmu Komputer Universitas Narotama Surabaya Indonesia Program Studi Sistem Informasi Fakultas Teknik dan Ilmu Komputer Universitas Narotama Surabaya Indonesia Program Studi Sistem Komputer Fakultas Teknik dan Ilmu Komputer Universitas Narotama Surabaya Indonesia

ISBN: (数字)9781665460811

ISBN: (纸本)9781665460811

Many city/district governments have installed Closed-Circuit Television (CCTV) on the streets as a form of their smart city. This CCTV installation is usually only useful as a recording of events at a location that needs to be seen at a time. Actually, with the same capital, moving image recordings produced by CCTV can also be used for various things, such as vehicle counters that can show the level of road density. In this paper, the researcher tries to use 'You Only Look Once' or YOLO with several configurations of the moving image feature to recognize objects as vehicles. Because one factor that need to be considered in object detection for moving images is the need for large computational resources and long processing time. This study examines the effect of reducing the resolution size feature and the number of frames per second (fps) of moving images in the YOLO process, to obtain optimal use of computing resources and processing time. Reducing the resolution and the number of frames per second does not have much effect on the use of Central Processing Unit (CPU) computing resources used by researchers, which is around 9S.5l% on average (with Xeon 8 cores). However, it can reduce processing time by up to 70%. © 2022 IEEE.

关键词： Smart city

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