Journal of Computer Engineering: Progress, Application and Technology
CEPAT is a peer-reviewed journal that is published quarterly (every three months) in February, May, August and November. CEPAT is published by the Department of Computer Engineering, School of Electrical Engineering, Telkom University, and was first published in May 2022. CEPAT aims to encourage developments in computer technology which covers various topics related to Computer Engineering, including its research Progress, Application, and Technology. This journal scopes are including but not limited to Computer Engineering, Computer System, Computer Application, Computer Technology, Multimedia Application, Mobile Computing & Applications, Internet of Things, UI/UX, Information Systems and Technologies, E-Learning & Distance Learning, Infrastructure Systems and Services, E-Government, E-Business & E-Commerce, Artificial Intelligence, Embedded System, Network & Data Communication, Databases, Big Data, Data Mining, Software Engineering, Computer Network, Computer Architecture, Computer Security, Soft Computing and Intelligent System, Computer Apps in Electrical/Telecommunication Engineering, Data Science & Analysis, Applied Science, Data Processing in Remote Sensing Technology, Ionospheric Monitoring Data, Computer and Information Engineering.
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<![CDATA[Fuzzy Mamdani for the primary balloon shooter game ]]>
<![CDATA[Hanif, Fitra Nur]]>
<![CDATA[ CEPAT Journal of Computer Engineering: Progress, Application and Technology Vol 2 No 01 (2023): May 2022 ]]>
Publisher : <![CDATA[Universitas Telkom ]]>
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DOI: 10.25124/cepat.v1i3.5236
<![CDATA[Counting is a material that is considered not easy for most elementary school students. Not only from the considerations that are considered challenging but also the influence of the teacher's teaching style which makes bored, and boring is also a problem. In this study, an educational game balloon shooter prime numbers were made. In game design, the Mamdani fuzzy algorithm is applied to calculate the jumrance of balloons with the input variables of remaining_balloon and remaining_time. The application of the Mamdani fuzzy algorithm is considered successful, as evidenced by the high percentage rate of appearance of all balloons, reaching 76.4%.]]>
<![CDATA[Visual Object of Tracking Humans at Night Based on Thermal Cameras ]]>
<![CDATA[Remelko, Ullima Fathonah]]>
<![CDATA[ CEPAT Journal of Computer Engineering: Progress, Application and Technology Vol 2 No 01 (2023): May 2022 ]]>
Publisher : <![CDATA[Universitas Telkom ]]>
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DOI: 10.25124/cepat.v1i03.5268
<![CDATA[Pedestrian safety on pedestrian lanes on the side of highways or roads in housing with heavy or quiet traffic conditions needs to be a public concern. Security that must be considered, object tracking is needed to carry out surveillance in improving pedestrian security, and it is also necessary to install thermal camera devices to find out the position of objects such as humans, in various positions of viewpoints that can be applied and applied to monitor the environment. To classify objects such as humans who are in dark or low-light conditions, namely by using the Kernelized Correlation Filter (KCF) tracking method, Support Vector Machines (SVM), and L1 Tracker Using Accelerated Proximal Gradient Approach (L1APG) based on a distance of 10 meters, 15 meters, 20 meters and the size of the object in the dataset. The results of the study with 1684 image inputs. Good performance for each success plot distance on the SVM method is 99.25%, 99.75%, 98.74% because it can track successfully based on the object being traced. Good performance for each precision plot distance on the KCF method of 51.88%, 46.8%, 63.81% has precise accuracy results against the object being tracked.]]>
<![CDATA[Content Management System Development for Medical Web Applications ]]>
<![CDATA[Adrian, Monterico]]>;
<![CDATA[Ahmad, Munawar]]>
<![CDATA[ CEPAT Journal of Computer Engineering: Progress, Application and Technology Vol 2 No 01 (2023): May 2022 ]]>
Publisher : <![CDATA[Universitas Telkom ]]>
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DOI: 10.25124/cepat.v1i03.5297
<![CDATA[The world of the web and the internet today has become one of the centers for exchanging information between humans, one of which is shown by the development of web applications in the form of content management systems (CMS). By being based on JavaServer Pages (JSP), which has the advantages of being platform-independent, inexpensive and free, and easy to develop, it is possible to become an alternative solution to meet today's general medical needs, namely online and web-based, extensible and customizable. , robust and efficient, secure and authenticated, and easy to develop and maintain. there is a need that turns out to be equally owned and used by only a few medical institutions or there is even a need that is shared by all of them. These needs are developed and used as a standard so that web applications in the medical field are universal and can be used by any medical institution, anywhere, and anywhere. As a result, medical needs that can be implemented into a web application and can be universally applicable.]]>
<![CDATA[TBC Bacteria Detection in Microscopic Image With Watershed Countur Method ]]>
<![CDATA[Dawwas, Rodan Hilmi]]>
<![CDATA[ CEPAT Journal of Computer Engineering: Progress, Application and Technology Vol 2 No 01 (2023): May 2022 ]]>
Publisher : <![CDATA[Universitas Telkom ]]>
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DOI: 10.25124/cepat.v1i03.5315
<![CDATA[Tuberculosis (TB) is an infectious disease that can be detected using a sputum sample. TB cases in Indonesia have spread throughout the region; the highest cases are in West Java. This problem makes the government do some handling and prevention of TB disease. The Bandung City Health Office (DKKB) conducted a cross-test to diagnose TB using a sputum sample. So in this study, a TB bacteria detection system, namely Mycobacterium Tuberculosis (MTB), will be made in sputum samples and their number to diagnose TB. Detection and calculation of the number of MTB are done by processing the image on the sputum sample using the watershed contour detection method. In this study, sputum sample data were obtained from DKKB. The acquisition of microscopic images at each point of the field of view is carried out using an SLR camera connected directly to the microscope to replace the function of the ocular lens. In this study, the microscopic sputum sample images were classified into positive and negative using the watershed and colorspace methods and were tested on a total of 90 microscopic images. From the system testing results, the system accuracy level is 100%, and the system precision is 100% for the detection of TB diagnosis. The system processing time averaged 5.811 seconds for 90 images used.]]>
<![CDATA[Application Of Artificial Intelligence In Indonesian Debate Education Game ]]>
<![CDATA[Raharjo, Hanif Kukuh]]>;
<![CDATA[F, Andi Nurfita]]>;
<![CDATA[Rosyidin, Nurya Fahru]]>;
<![CDATA[Purboyo, Tito Waluyo]]>;
<![CDATA[Nugrahaeni, Ratna Astuti]]>
<![CDATA[ CEPAT Journal of Computer Engineering: Progress, Application and Technology Vol 2 No 01 (2023): May 2022 ]]>
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DOI: 10.25124/cepat.v1i03.5393
<![CDATA[Over time, educational games that exist is increasing. It is very unfortunate that there are some educational games that are too focused on the educational aspect so that they forget their identity as games that aim to relieve fatigue. This research was conducted to avoid this problem. To provide an interesting experience from the game being played, the artificial intelligence system is implemented, the first one is Bezier Curve Algorithm. An algorithm that forms a curve trajectory that will become a cross motion of obstacles. Finite State Machine for the Non-Player Character (NPC) behavior. The last one is Fuzzy Mamdani algorithm, it is an algorithm that will be used in calculating the score in the game. By applying all the algorithm to some aspects of the game, there will be an interesting experience in every game play, because one gameplay will not be similar to the previous one. This game was developed on the Android platform. The test was conducted on 33 high school/vocational high school students with the age range (15-20 years). The results obtained, 97% of respondents agree that the game is interesting for them and 90.9% feel interested in Indonesian debate after playing the game.]]>
<![CDATA[NDNS performance with variation of topology and prefix on named data networking ]]>
<![CDATA[Daffa, Muhammad]]>;
<![CDATA[Yovita, Leanna Vidya]]>;
<![CDATA[Wibowo, Tody Ariefianto]]>
<![CDATA[ CEPAT Journal of Computer Engineering: Progress, Application and Technology Vol 2 No 01 (2023): May 2022 ]]>
Publisher : <![CDATA[Universitas Telkom ]]>
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DOI: 10.25124/cepat.v1i03.5428
<![CDATA[NDNS is DNS embedded in Named Data Network (NDN) architecture as a distributed database system to support NDN caching and know the content's location. In this research, the simulation performed using two topologies, Abilene and PAN-Europe with changes to their prefixes. This simulation conducted to see performance of NDNS with minimal ability to cache on NDN router or Caching Resolver. From simulation results, the variation of prefix at Second Level Domain and Top Level Domain there is no difference in average delay in both topologies, namely 1% increase in average delay as the variation of prefix increases. There is a decrease in the Cache Hit Ratio by 0.16% (Abilene) and 0.18% (PAN-Europe) because the probability of getting cached data decreases as the prefix varies. In the change in interest frequency, there is an increase of 0.4% in average delay and the Cache Hit Ratio decreases by 0.08% in both topologies as the frequency of interest per second increases. NDNS with cache in Router and Caching Resolver get 43% lower average delay (Abilene) and 44% (PAN-Europe) than NDN with cache in Router and 57% lower (Abilene) and 60% (PAN-Europe) than NDNS with cache in Caching Resolver only.]]>
