JURNAL TEKNOLOGI DAN ILMU KOMPUTER PRIMA (JUTIKOMP) https://jurnal.unprimdn.ac.id/index.php/JUTIKOMP <p>JURNAL TEKNOLOGI DAN ILMU KOMPUTER PRIMA (JUTIKOMP) was published by the Faculty Technology and Computer Science Universitas Prima Indonesia (UNPRI) Medan since April 2018. It's published periodically twice a year in April and October. By e-ISSN : <a href="http://issn.pdii.lipi.go.id/issn.cgi?daftar&amp;1501645443&amp;1&amp;&amp;">2621-234X</a>, DOI : 10.34012/jutikomp.v1i1, Indexing :<a href="https://scholar.google.com/citations?hl=id&amp;user=9qbfAfAAAAAJ&amp;scilu=&amp;scisig=AMD79ooAAAAAX3LxF8Qmdrhj5X_ouFEBqhr73q0slmOP&amp;gmla=AJsN-F4sal8zWf79y7QofekqS5FHT0MGQHfzwknh3-uoMI6pA69TPZCeNPM5j94PG5XMTT0ekhneTk3wJyPPPXq1iPCariDCFREqHD3Y_cA97sSNmTVShHJGWaQAG-ooVMHYd2-WXwO0&amp;sciund=5433047283737541412"> Google Scholar</a>; <a href="https://garuda.kemdikbud.go.id/journal/view/14214">Garuda</a>; PKP. JUTIKOMP contains the manuscripts of research results in the field of Information Technology and Computer Science and is committed to containing quality Indonesian articles and can be the main reference for researchers in the field of Information Technology and Computer Science.</p> <p><strong>Scope</strong><br />Computer Vision, Machine Learning, Data Mining, Big Data Analysis, Natural Language Processing, Sentiment Analysis, Social Media Analisys; Aritificial Robotic; Artificial Intelligence, Image Processing and pattern Recognition, Computer Security, Human Computer Interaction, Bussines Intelligence.</p> en-US <ul> <li>Hak Cipta atas naskah-naskah karya ilmiah di dalam Jurnal ini dipegang oleh Penulis.</li> <li>Penulis menyerahkan hak saat pertama kali mempublikasi Naskah karya ilmiahnya dan secara bersamaan Penulis memberikan izin/lisensi dengan mengacu pada <a href="https://creativecommons.org/licenses/by-sa/4.0/deed.id" target="_blank" rel="license noopener">Creative Commons Attribution-ShareAlike 4.0 International License</a> kepada pihak lain untuk menyebarkan karya ilmiahnya tersebut dengan tetap mencantumkan penghargaan bagi penulis dan <strong>Jurnal Teknologi dan Ilmu Komputer Prima</strong> sebagai media Publikasi pertama atas karya tersebut.</li> <li>Hal-hal yang berkaitan dengan non-eksklusivitas pendistribusian Jurnal yang menerbitkan karya ilmiah penulis dapat diperjanjikan secara terpisah (contoh: permintaan untuk menempatkan karya yang dimaksud pada perpustakaan suatu institusi atau menerbitkannya sebagai buku) dengan Penulis sebagai salah satu pihak perjanjian dan dengan penghargaan pada <strong>Jurnal Teknologi dan Ilmu Komputer Prima</strong> sebagai media publikasi pertama atas karya dimaksud.</li> <li>Penulis dapat dan diharapkan untuk mengumumkan karyanya secara online (misalnya pada Repositori atau pada laman Organisai/Institusinya) sejak sebelum dan selama proses pengumpulan naskah, sebab upaya tersebut dapat meningkatkan pertukaran citasi lebih awal dan dengan cakupan yang lebih luas.</li> </ul> jutikomp@unprimdn.ac.id (Yennimar, S.Pd., M.Kom) rismadayanti161@gmail.com (Rismadayanti) Mon, 01 Apr 2024 00:00:00 +0000 OJS 3.2.1.1 http://blogs.law.harvard.edu/tech/rss 60 Penerapan Metode Simple Queue dalam manajemen Bandwith Jaringan Komputer Local Area Network (LAN) Pada PT. Uni Gemilang Sentosa Jakarta https://jurnal.unprimdn.ac.id/index.php/JUTIKOMP/article/view/4900 <p>The Internet is a familiar part of business, government education, industry, and even offices, as at PT. Uni Gemilang Sentosa. Network system problems at PT. Ulni Gelmilang Selntosa is the absence of bandwidth management, which regulates the speed of the Internet for the Internet, so that the speed of the Internet is unstable between one and the other, which causes the use of the Internet not to be optimal, especially if someone is carrying out uploads and downloads. Bandwidth management controls and measures communications (network traffic and packets) on a network link to avoid congestion and poor performance. Simple queue is a method for limiting bandwidth by dividing bandwidth from small to medium and managing each user's upload and download bandwidth. One solution for bandwidth to be used more optimally is having bandwidth management using the simple queue method available on the network using MikroTik with bandwidth management at PT. Uni Gemilang internet access becomes smooth between one user and another according to their respective capacities.</p> <p> </p> Herlina Septyani, Astrid Noviriandini, Luthfi Indriyani Copyright (c) 2024 Luthfi Indriyani https://creativecommons.org/licenses/by-sa/4.0 https://jurnal.unprimdn.ac.id/index.php/JUTIKOMP/article/view/4900 Tue, 30 Apr 2024 00:00:00 +0000 Analisis Perbandingan Metode Pra Pemrosesan Citra untuk Deteksi Tepi Canny pada Citra Berbagai Kondisi Jalan menggunakan Bahasa Pemrograman Python https://jurnal.unprimdn.ac.id/index.php/JUTIKOMP/article/view/3872 <p>Edge detection is one of the essential techniques in digital image processing used to identify sudden changes in pixel intensity in an object. In the context of road marking detection on highways, accurate edge detection plays a crucial role in improving motorist safety and navigation. The Canny Edge Detection method has been proven effective in detecting edges with high accuracy in digital image processing. However, applying Canny Edge Detection on road images in various conditions still requires further research. This research aims to implement the Canny Edge Detection method in road marking detection on highway images. The main stages of this research include image pre-processing, where noise is removed, and the image is converted into a grayscale image to prepare the image before edge detection using the Canny method. In addition, a comparison will be made with several other image pre-processing methods, such as median and bilateral blur, to determine the most effective method for edge detection on road markings. Based on the research results, applying the Canny Edge Detection method with pre-processing using median blur is a practical approach to road marking detection on highway images. This method can produce accurate and optimized edge detection, which can be the basis for developing automatic road marking detection systems on highways. The findings can contribute to the improvement of motorist safety and navigation as well as the development of more accurate and effective edge detection technology on road markings.</p> Damar Wicaksono, Diva Putra Almeyda, Irfan Mikola Muldiyanto Putra, Letty Malihatuningrum Copyright (c) 2024 Damar Wicaksono, Diva Putra Almeyda, Irfan Mikola Muldiyanto Putra, Letty Malihatuningrum https://creativecommons.org/licenses/by-sa/4.0 https://jurnal.unprimdn.ac.id/index.php/JUTIKOMP/article/view/3872 Tue, 30 Apr 2024 00:00:00 +0000 Analisis Implementasi Metode Fuzzy Tsukamoto Dalam Penentuan Calon Legislatif https://jurnal.unprimdn.ac.id/index.php/JUTIKOMP/article/view/4920 <p>Being elected as a legislative candidate is a challenging matter. Of course, you must know in the field of politics, both locally and globally, qualified leadership attitudes, moral values, and integrity, financially and financially established in order to carry out campaigns and have a base of followers so that all visions and programs can be conveyed to the public as a whole and clearly. Voters are also required to be wiser and more selective in choosing quality legislative candidates, given that the eligibility rate of candidates in Indonesia is still relatively low, and many participants still need to meet the criteria as ideal legislative candidates. Therefore, a technology and support system is needed that can sort and help the general public in determining quality candidates; in this case, the Tsukamoto Fuzzy method is used, which can be a solution in providing competent candidate recommendations because it has the characteristics of shortening time and simplifying the selection process objectively. This fuzzy method is a support system that is very</p> Stanley Salim, Sutrisno -, Yonata Laia Copyright (c) 2024 Stanley Salim, Sutrisno -, Yonata Laia https://creativecommons.org/licenses/by-sa/4.0 https://jurnal.unprimdn.ac.id/index.php/JUTIKOMP/article/view/4920 Tue, 30 Apr 2024 00:00:00 +0000 Penggunaan Recurrent Neural Network Dalam Mendeteksi Sentimen Berbahaya Pada Platform Media Sosial https://jurnal.unprimdn.ac.id/index.php/JUTIKOMP/article/view/4845 <p>Social media platforms in today's modern era make it easier for people to communicate and socialize. Behind that, on a hot topic, there must be sentiment. Every sentiment the community conveys varies; some are good and neutral, and some are bad or dangerous. To detect sentiment, start from crawling data, pre-processing, labeling, and then testing or training to get accuracy value, recall value, f1 value, and precision value using Long Short Term Memory. They obtained an accuracy value of 0.582, recall value of 0.582, f1 value of 0.428, and precision of 0.339. This LSTM model can be used to develop an analysis model that is successfully achieved.</p> Roy Vidia Chuanta, Mawaddah Harahap, Adya Zizwan Putra Copyright (c) 2024 Roy Vidia Chuanta, Mawaddah Harahap, Adya Zizwan Putra https://creativecommons.org/licenses/by-sa/4.0 https://jurnal.unprimdn.ac.id/index.php/JUTIKOMP/article/view/4845 Tue, 30 Apr 2024 00:00:00 +0000 Pengembangan Aplikasi Pengendalian ATK Dan Mobil Operasional Pada Departemen Umum Pelindo Regional 1 Menggunakan Metode Waterfall https://jurnal.unprimdn.ac.id/index.php/JUTIKOMP/article/view/4874 <p>PT Pelabuhan Indonesia (Pelindo) is an integrated company based on government strategic initiatives. PT Pelindo Regional 1, which is headquartered at Belawan Port-Medan, has a vast working area covering four provinces, causing the need to support Pelindo Regional 1's operational activities to also be significant, such as office stationery (ATK) and operational cars. The use of ATK or operational cars greatly influences the company's operational costs, which can also affect the company's profits. This research aims to design and implement an application for controlling stationery demand and operational car usage so that it can be monitored effectively and efficiently. The methods used are Waterfall and Unified Modeling Language. The results of implementing this application can make it easier for each work division (user) to submit requests for ATK and use of operational cars and obtain application status information. This application makes it easy for the general department (admin) to control requests for stationery and operational cars and obtain information on the total costs used by each work division from requests for stationery and operational cars approved.</p> Ricky Ganda, Eko Hariyanto, Fahmi Kurniawan Copyright (c) 2024 Ricky Ganda, Eko Hariyanto, Fahmi Kurniawan https://creativecommons.org/licenses/by-sa/4.0 https://jurnal.unprimdn.ac.id/index.php/JUTIKOMP/article/view/4874 Tue, 30 Apr 2024 00:00:00 +0000 Analisis Pola Faktor Penyebab Balita Stunting Pada Dinas Kesehatan Kota Bekasi Menggunakan Algoritma FP-Growth https://jurnal.unprimdn.ac.id/index.php/JUTIKOMP/article/view/4761 <p>Stunting is a common long-term nutritional problem among children under five, especially in developing countries, including Indonesia. Recently, the term stunting has become a popular topic of discussion while diverting attention from the problems of malnutrition and obesity. This study aims to determine the results of the formation of rules or association rules in determining the causal factors that most affect stunting in toddlers at the Bekasi City Health Office. The method that will be used in this research is the FP-Growth Algorithm. With the application of the FP-Growth Algorithm, accurate results can be obtained in determining the rules for determining the causal factors that most affect stunting in toddlers. The dataset has 4575 data and will be evaluated using the lift ratio. This research produces 26 rules, the best of which are Not Getting Exclusive Breastfeeding, Thinness, and Malnutrition, with a minimum support value of 0.5, a confidence value of 0.6, and a lift ratio of 1.17. Thus, applying the FP-Growth Algorithm in this study is effective because it achieves a lift ratio value of more than 1.</p> Nabiilah Khoirunnisaa, wowon Priatna, Rasim -, Joni Warta Copyright (c) 2024 Nabiilah Khoirunnisaa, wowon Priatna, Rasim -, Joni Warta https://creativecommons.org/licenses/by-sa/4.0 https://jurnal.unprimdn.ac.id/index.php/JUTIKOMP/article/view/4761 Tue, 30 Apr 2024 00:00:00 +0000 PEMANFAATAN API PADA APLIKASI PORTAL BERITA SEDERHANA https://jurnal.unprimdn.ac.id/index.php/JUTIKOMP/article/view/4983 <p>Mobile applications, especially those that function as a medium for notification to users, are increasingly developing, from previously only being website-based, now increasingly being mobile-based. The public's need for applications that can provide news or information that is considered important is also increasing. In this research, we will design and build a simple news portal application using API (Application Programming Interface). API is a document consisting of interfaces, functions, classes, structures and other support in application development. With the prototyping method it is hoped that a simple news portal application will be created using NewsAPI which can be freely used. From the results of functional testing using the black box technique, each test case shows that the application is running according to the expected results. The results of non-functional testing using beta testing techniques show that the average percentage value obtained is 86%. The average value for each criterion includes 84% for the Usefulness criterion, 89% for the Ease of Use criterion, 87% for the Ease of Learning criterion, and 84% for the Satisfaction criterion, the highest percentage is for the Ease of Use criterion which proves that the application This portal is easy to use and learn, while also being useful and satisfying for users.</p> Henny Wahyu Sulistyo, Hardian Oktavianto, Zainul Arifin, Ari Eko Wardoyo, Nur Qodariyah Fitriyah Copyright (c) 2024 Henny Wahyu Sulistyo, Hardian Oktavianto, Zainul Arifin, Ari Eko Wardoyo, Nur Qodariyah Fitriyah https://creativecommons.org/licenses/by-sa/4.0 https://jurnal.unprimdn.ac.id/index.php/JUTIKOMP/article/view/4983 Tue, 30 Apr 2024 00:00:00 +0000