jurnal teknik informatika dan sistem informasi
Jurnal Teknik Informatika dan Sistem Informasi (JuTISI) menerima topik-topik sebagai berikut, namun tidak terbatas pada : Artificial Intelligence • Business Intelligence • Cloud & Grid Computing • Computer Networking & Security • Datawarehouse & Datamining • Decision Support System • E-System • Enterprise System (SCM, ERP, CRM) • Human Computer & Interaction • Image Processing • Information Retrieval • Information System • Information System Audit • Enterprise Architecture • Knowledge Management • Mobile Computing & Application • Multimedia System • Open Source System & Technology • Semantic Web & Web 2.0 • Internet of Things
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<![CDATA[Sistem Pengukuran Kualitas Website Penelitian dan Pengabdian Masyarakat I-Gracias Menggunakan Metode Webqual ]]>
<![CDATA[Dinia, Asha Gita]]>;
<![CDATA[Wiguna, Citra]]>;
<![CDATA[Burhanudin, Auliya]]>
<![CDATA[ Jurnal Teknik Informatika dan Sistem Informasi Vol 8 No 1 (2022): JuTISI ]]>
Publisher : <![CDATA[Maranatha University Press ]]>
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DOI: 10.28932/jutisi.v8i1.3915
<![CDATA[As a learning center based on Information and Communication of Technology (ICT), the Telkom Purwokerto Institute of Technology has an I-Gracias website, one of which has a PPM menu, the menu functions to enter research data, scientific publications and lecturers' internal community service so that they can be managed by the public. LPPM. Based on the survey that has been carried out, it is known that there are several problems with the I-Gracias PPM system, such as an unattractive and quite confusing system display, menus that do not work properly, processes that are still not efficient, functions that are needed and do not exist in the system, and the lack of socialization of the use of the system to lecturers with the main problem that there is no prioritization of the quality of system performance which includes aspects of usability, quality of information and quality of interaction. The results of the questionnaire show that 95% of respondents agree with the quality measurement of the I-Gracias PPM system. Website-based PPM systems need to be measured using a web testing method, namely the Website Quality method or what is called WebQual as a determinant of criteria for measuring system quality in this study. This study resulted in the value of measuring the quality of the system in accordance with the user's perception so that the organizers can find out and correct the deficiencies that exist in the system. Quality measurement is carried out using a website-based information system.]]>
<![CDATA[Penerapan Metode Simple Additive Weighting dalam Menentukan Perguruan Tinggi Negeri ]]>
<![CDATA[Irawan, Muhammad Dedi]]>;
<![CDATA[Yustria Handika Siregar]]>;
<![CDATA[Sity Tree Adinda Tambunan]]>;
<![CDATA[Muhammad Artha Ardika]]>
<![CDATA[ Jurnal Teknik Informatika dan Sistem Informasi Vol 8 No 1 (2022): JuTISI ]]>
Publisher : <![CDATA[Maranatha University Press ]]>
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DOI: 10.28932/jutisi.v8i1.3966
<![CDATA[World University Ranking is a system tool that functions to measure and assess all the best universities around the world (World Class University) which aims to advance all Universities through websites owned by each University. There are several problems in choosing a college. The selection of campuses or State Universities (PTN) is still often a problem or obstacle for every prospective student and parent to choose further education for the future of their children, especially as we often know that there are many universities in Indonesia. Indonesia ranges from state universities to private universities. One of the efforts in the selection recommendations made to facilitate this is to conduct an assessment of the best PTN. In this study, the Simple AdditiveWeighting (SAW) method was applied to the best college recommendation system. The criteria used are Tuition Fees, Academic Reputation, Employer Reputation, Teaching, Research, and Citation. After the criteria are determined, the next process is theranking process of the existing alternatives. The results of each method can provide recommendations for students or parents in choosing a college.]]>
<![CDATA[Komparasi Metode SMOTE dan ADASYN dalam Meningkatkan Performa Klasifikasi Herregistrasi Mahasiswa Baru ]]>
<![CDATA[Nurdian, Risky Agung]]>;
<![CDATA[Mujib Ridwan]]>;
<![CDATA[Ahmad Yusuf]]>
<![CDATA[ Jurnal Teknik Informatika dan Sistem Informasi Vol 8 No 1 (2022): JuTISI ]]>
Publisher : <![CDATA[Maranatha University Press ]]>
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DOI: 10.28932/jutisi.v8i1.4004
<![CDATA[Universities annually accept new students at the beginning of the new school year. In the acceptance of prospective students on the Seleksi Prestasi Akademik Nasional Perguruan Tinggi Keagamaan Islam Negeri (SPAN PTKIN) di State Islamic University Of Sunan Ampel Surabaya, many prospective students who do not register will have an impact on income of the State Islamic University Of Sunan Ampel Surabaya institution. If the institution can find out early on the probability of a prospective student who will resign, then the management can take action to retain the prospective student. To overcome this, data mining classification can be carried out. The methods used in this classification are decision trees and naïve bayes. The number of students who did not re register compared to reregister resulted in the data being imbalanced. Data imbalances can affect the accuracy of the classification results. The imbalance of the data used can result in an unsuitable model. The solution to handle the data imbalance is to use the SMOTE and ADASYN oversampling methods. The purpose of this study was to compare performance of the SMOTE and ADASYN methods. The results show that the SMOTE method can balance the data in a balanced way compared to ADASYN. From the test results, the SMOTE method is more suitable to use than the ADASYN method because the ROCAUC SMOTE value is higher than ADASYN. ]]>
<![CDATA[Klasifikasi Wilayah Potensi Risiko Kerusakan Lahan Akibat Bencana Tsunami Menggunakan Machine Learning ]]>
<![CDATA[Isnaeni, Arvira Yuniar]]>;
<![CDATA[Prasetyo, Sri Yulianto Joko]]>
<![CDATA[ Jurnal Teknik Informatika dan Sistem Informasi Vol 8 No 1 (2022): JuTISI ]]>
Publisher : <![CDATA[Maranatha University Press ]]>
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DOI: 10.28932/jutisi.v8i1.4056
<![CDATA[Indonesia is an archipelagic country with a long coastline where some areas are prone to tsunami waves which can result in land damage. Tsunamis occur due to earthquakes or volcanic eruptions under the sea that cause movement of the seabed and then create strong waves. The Special Region of Yogyakarta, precisely in Bantul Regency, is one of the areas that have a high risk of a tsunami disaster because the area is located in the expanse of the Indian Ocean which has quite impulsive plate movements. This study aims to find out information about the level of risk of land damage due to the tsunami using vegetation index data from OLI 8 Landsat imagery. Classification or prediction using the Artificial Neural Network (ANN) method. The vegetation index used is NDVI, NDWI, NDBI, SAVI, and MNDWI. The relationship between SAVI and NDVI has a positive correlation coefficient with the highest value of 0.962 where the potential risk of low damage is 0.933 and the potential risk of high damage is 0.856. Classification of potential areas of high risk of damage to tsunami land (High Risk) using the ANN method resulted in 7 villages with high risk. The ANN algorithm is the most accurate method for classification predictions between the Random Forest and SVM methods which get an accuracy of 95.45% and get a Kappa value of 86.08%. Spatial prediction using IDW produces a map of the distribution of the potential risk area for land damage caused by the tsunami.]]>
<![CDATA[Implementasi Virtual Reality pada Game Edukasi Protokol Kesehatan ]]>
<![CDATA[Timoti, Gerry Jeven]]>;
<![CDATA[Yohannes, Yohannes]]>;
<![CDATA[Yoannita, Yoannita]]>
<![CDATA[ Jurnal Teknik Informatika dan Sistem Informasi Vol 8 No 1 (2022): JuTISI ]]>
Publisher : <![CDATA[Maranatha University Press ]]>
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DOI: 10.28932/jutisi.v8i1.4065
<![CDATA[In the year of 2020 until now has been a tough year for almost all industries and the general public due to the coronavirus pandemic. However, the increase in cases per day illustrates that the community has not complied with health protocols optimally. The impact of the pandemic has increased gamers in Asia by more than 75%. With a positive impact on society, the role of games can be used as a medium for education. Virtual Reality will be implemented in the health protocol educational game to see the good role of virtual reality in educational game interactions. The implementation of Virtual Reality in the health protocol educational game is carried out using the GDLC (Game Development Life Cycle) approach with stages starting from initiation, pre-production, production, testing, and release. The results of the recapitulation of the questionnaire on the acceptance and satisfaction of the health protocol educational game application showed the results of 44,9.% strongly agree, 44,9% agree, 9,15% are neutral and 1% are not agree that the application has functioned well and can be selected as one of the learning media especially about health protocol to reduce the growth rate of people infected with the coronavirus.]]>
<![CDATA[Penerapan metode Analytical Hierarchy Process dan Simple Additive Weighting untuk Pemilihan Supplier pada Bengkel ]]>
<![CDATA[Diana, Anita]]>;
<![CDATA[Dwi Achadiani]]>
<![CDATA[ Jurnal Teknik Informatika dan Sistem Informasi Vol 8 No 1 (2022): JuTISI ]]>
Publisher : <![CDATA[Maranatha University Press ]]>
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DOI: 10.28932/jutisi.v8i1.4077
<![CDATA[The selection of suppliers at the workshop aims to make it easier for workshop owners to determine suppliers in purchasing spare parts. This research case study takes place at the Prima Motor Sport Workshop, where in the process, there is no annual supplier selection process. The obstacle encountered is the absence of an appropriate method for selecting the selected supplier, making it difficult to determine the supplier in purchasing goods. Therefore, there is a need for research to determine the right method in selecting suppliers at the workshop. The methods used are Analytical Hierarchy Process (AHP) and Simple Additive Weighting (SAW). The AHP method is used because it is one of the popular methods for finding the weighting value for each set criterion, namely delivery time, quality of goods, warranty, and price. The SAW method can display alternative sequence priorities in the form of the highest to the lowest ranking, is easy to implement, and uses the concept of weighting. This research produces the right method in data processing to make it easier for workshop owners to choose more objective suppliers every year.]]>
<![CDATA[Perancangan System Crawler dengan MenerapkanArsitektur Distributed Task ]]>
<![CDATA[Santoso, Heri]]>;
<![CDATA[Indyah Hartami Santi]]>;
<![CDATA[Ni’ma Kholila]]>
<![CDATA[ Jurnal Teknik Informatika dan Sistem Informasi Vol 8 No 1 (2022): JuTISI ]]>
Publisher : <![CDATA[Maranatha University Press ]]>
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DOI: 10.28932/jutisi.v8i1.4205
<![CDATA[PDC Media Group is a company engaged in online trading. The need for data insight in the online marketplace is very important. Likewise, how to get quite a lot of data, of course, requires automation such as crawling data on the marketplace website. Due to the large amount of data, crawler systems are often not optimal in crawling data. The application of distributed tasks on the crawler system provides convenience in scaling the server both vertically and horizontally. Therefore, the large and growing data can be handled by the crawler system. The application was developed with the Python language, with the application server using Google Cloud Computing. In a distributed task architecture requires a component in the form of a message broker. The message broker used in designing this system is RabbitMQ. Testing the crawler system uses 3 scenarios, namely with 1 worker, 2worker, and 3 worker. The results for the 1 worker scenario are 19.3 requests per second and 332 ms for response time. The results for the 2 worker scenario are 41.4 requests per second and 328 ms for response time. While the results for the 3 worker scenario are 60 requests per second and 331 ms for response time.]]>
<![CDATA[Pemanfaatan k-Means Clustering dan Analytic Hierarchy Process terhadap Penilaian Prestasi Kerja Pegawai ]]>
<![CDATA[Natalis, Advensius]]>;
<![CDATA[Nataliani, Yessica]]>
<![CDATA[ Jurnal Teknik Informatika dan Sistem Informasi Vol 8 No 1 (2022): JuTISI ]]>
Publisher : <![CDATA[Maranatha University Press ]]>
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DOI: 10.28932/jutisi.v8i1.4243
<![CDATA[ As a government agency related to education and culture, the Department of Education and Culture of Bengkayang Regency needs qualified employees in their performance. Clustering can be used to determine whether the employee is performing well, moderately, or poorly. The clustering method used in this study is the k-Means method. The research wasconducted by studying and understanding the k-Means method and knowing employee performance data at the Education and Culture Office of Bengkayang Regency. The results of calculations using the k-Means method and the Analytic Hierarchy Process (AHP) method are as many as six employees have good performance (where two of them got the highest score in the AHP calculation), nine employees have moderate performance, and five employees have poor performance. These results can be used as a benchmark for employees in the cluster either to be promoted or rank, while employees in the cluster less are able to begiven employee performance training, in order to be better in the future. With this, employees can become more competitive and superior in the face of increasingly rapid developments.]]>
<![CDATA[Penerapan Digital Marketing Multichannel untuk Pemasaran Program Studi Sistem Informasi ]]>
<![CDATA[Pandora, Vania Valentina]]>;
<![CDATA[Djajalaksana, Yenni M]]>
<![CDATA[ Jurnal Teknik Informatika dan Sistem Informasi Vol 8 No 1 (2022): JuTISI ]]>
Publisher : <![CDATA[Maranatha University Press ]]>
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DOI: 10.28932/jutisi.v8i1.4248
<![CDATA[The digital era has driven the development of marketing at light speed. Conventional marketing has begun to transform into online marketing platforms or commonly referred to as digital marketing. An Information System Study Program at a Private University located in Bandung city, Indonesia implemented an increase the intensity of soft selling to potential new students by creating a landing page Belajarsisfo using components related to digital marketing. Belajarsisfo is a site for sharing knowledge and tips and tricks about the world of Information Technology. Belajarsisfo used soft selling sales techniques that were made with the main aim of getting leads for the Information Systems Study Program. An attempt to optimize the digital marketing efforts was to conduct multichannel digital marketing efforts through several platforms of Social Media, Website, Blog Site, and Email. The results of this research were evaluated using Google Analytics, Instagram Insight, Facebook Insight, Facebook Pixel, and Email Campaign Report to determine future adjustment to the target consumer and can produce measurable and accurate data. ]]>
<![CDATA[Implementasi dan Analisis Digital Marketing pada Toko Kebutuhan Bayi dan Anak ]]>
<![CDATA[Widiastuti, Theresia Antonia]]>;
<![CDATA[Djajalaksana, Yenni M]]>
<![CDATA[ Jurnal Teknik Informatika dan Sistem Informasi Vol 8 No 1 (2022): JuTISI ]]>
Publisher : <![CDATA[Maranatha University Press ]]>
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DOI: 10.28932/jutisi.v8i1.4249
<![CDATA[The use of digital marketing to market products in this modern era has flourished due to the COVID-19 Pandemic emergence. The interactive ability possessed by digital marketing in providing 2-way communication in real time is one of the attractive advantages for business owners. Toko Makmur is a brick-and-clicks store that sells various needs for babies and children. Toko Makmur chose digital marketing as a marketing medium to market its products to the target market. Digital marketing at Toko Makmur was done by optimizing the use of Facebook and Instagram social media, optimizing the use of Google My Business, and creating a blog site called “Gagasan Bunda” for soft marketing using Wordpress. Optimization is carried out both organically by optimizing SEO (Search Engine Optimization) and uploading information content about mothers and children. In addition, Toko Makmur also conducted paid advertisement through social media Facebook. The data sources used to see the results of digital marketing implementation were from Google Analytics, Instagram Insight, Facebook Insight, and Google My Business Insight. ]]>
