AITI https://ejournal.uksw.edu/aiti <div id="openAccessPolicy"> <p>AITI: Jurnal Teknologi Informasi is a peer-review journal focusing on information system and technology issues. AITI invites academics and researchers who do original research in information system and technology. AITI:Jurnal Teknologi Informasi is published by&nbsp;Faculty of Information Technology Universitas Kristen Satya Wacana in February and August every year.&nbsp; AITI:Jurnal Teknologi Informasi accept articles in Bahasa Indonesia and English.&nbsp;</p> <p>This journal has been accredited by National Journal Accreditation (ARJUNA) Managed by Ministry of Research, Technology, and Higher Education, Republic Indonesia with third Grade (Sinta 3) since year 2021 according&nbsp;SK Direktur Jenderal Pendidikan Tinggi, Riset, dan Teknologi, No. 158/E/KPT/2021&nbsp;09 December 2021.&nbsp;</p> </div> en-US <p><a href="http://creativecommons.org/licenses/by/4.0/" rel="license"><img src="https://i.creativecommons.org/l/by/4.0/88x31.png" alt="Creative Commons License"></a><br>All articles published in AITI: Jurnal Teknologi Informasi is licensed under a <a href="http://creativecommons.org/licenses/by/4.0/" rel="license">Creative Commons Attribution 4.0 International License</a>.</p> editor.aiti@adm.uksw.edu (Dr. Indrastanti R. Widiasari) aiti@adm.uksw.edu (Della Christina Putri, S.Kom) Tue, 30 Nov 2021 00:00:00 +0700 OJS 3.1.0.1 http://blogs.law.harvard.edu/tech/rss 60 Perencanaan strategis sistem informasi menggunakan Ward and Peppard https://ejournal.uksw.edu/aiti/article/view/4897 <p><em>UD.&nbsp; Leon Jaya is an building equipment importer.&nbsp; The problems faced by UD.&nbsp; Leon Jaya are a conventional data storage model and business process activities are carried out manually. For, example data collection of incoming and outgoing goods.&nbsp; The solutions to the problems are a computerized system for digital / electronic data storage and a management information system to carry out business process activities.&nbsp; The development of a computerized system requires a good planning, comprehensive, and able to anticipate the development needs of the company, which absolutely requires IS / IT strategic planning.&nbsp; This study aims to find the right method and steps for UD.&nbsp; Leon Jaya in compiling the IS / IT Strategic Plan.&nbsp; Formulation of a strategic plan for IS / IT UD.&nbsp; Leon Jaya uses the Ward and Peppard method, internal analysis using Value Chain and SWOT, external analysis using PEST, and portfolio mapping using Mcfarlan Strategic Grid.&nbsp; The results of the recommendations are data management SI, goods price SI, sales and demand SI, transaction SI, warehouse stock mobile application, HR SI, website, training application and company operation standart application.</em></p> Raymond Putra Fajar Prayogo, Christ Rudianto, Penidas Fiodinggo Tanaem ##submission.copyrightStatement## http://creativecommons.org/licenses/by/4.0 https://ejournal.uksw.edu/aiti/article/view/4897 Tue, 30 Nov 2021 00:00:00 +0700 Sentimen Masyarakat Terkait Perpindahan Ibukota Via Model Random Forest dan Logistic Regression https://ejournal.uksw.edu/aiti/article/view/5459 <p><em>This study aims to determine public opinion regarding the relocation of the capital of Indonesia. The pros and cons conveyed by the community are important because they can be constructive input for the government. The applications used to support the research are Orange and Twitter. The data obtained must go through several processes such as preprocess text, sentiment analysis, and testing algorithms to ensure data accuracy before making a decision tree. This research uses Random Forest and Logistic Regression as the research models. As for the results, Random Forest obtains higher accuracy value than Logistic Regression and it is considered that time did not affect the classification. The result obtained from the decision tree is that more people choose to have a neutral opinion on this program. People prefer to entrust everything to the government, because the government must have thought about the positive or negative impacts in the long term.</em></p> Martaliana Putri Agustina, Hendry Hendry ##submission.copyrightStatement## http://creativecommons.org/licenses/by/4.0 https://ejournal.uksw.edu/aiti/article/view/5459 Tue, 30 Nov 2021 00:00:00 +0700 Implementasi k-Means Clustering untuk Analisis Nilai Akademik Siswa Berdasarkan Nilai Pengetahuan dan Keterampilan https://ejournal.uksw.edu/aiti/article/view/4990 <p>Student success is a reflection of the quality of education. The quality and student performance need to be improved through educational facilities, infrastructure, and human resources. Information system is a technology that can be useful in improving the students’ quality and achievement, by analyzing the student achievements. This analysis is carried out by classifying student achievements from their ability to understand the courses. The data includes 266 students with 12 courses, where each course has two scores, i.e., knowledge score and skill score, based on the 2013 curriculum. This study uses k-means clustering method, where the number of clusters is determined by the Davies Bouldin validity index. Three groups of student achievements are generated based on academic scores, namely high, moderate, and low. As a comparison, the grouping of student achievements is also done by computing the knowledge scores only. About 10.15 percent of all students move to other cluster when calculated with knowledge scores only. As the result, the grouping of students with the knowledge and skill scores can improve the student achievements.</p> Diwa Oktario Dacwanda, Yessica Nataliani ##submission.copyrightStatement## http://creativecommons.org/licenses/by/4.0 https://ejournal.uksw.edu/aiti/article/view/4990 Tue, 30 Nov 2021 00:00:00 +0700 Perancangan Website Dinas Pemberdayaan Masyarakat dan Pemerintahan Kampung (DPMPK) Pegunungan Bintang Menggunakan Framework Laravel https://ejournal.uksw.edu/aiti/article/view/5213 <p><em>In order to cover a wider, efficient and good reach in spreading information, we need the promising technology in order to create a better administration for the government. Dinas Pemberdayaan Masyarakat Kampung (DPMPK) Pegunungan Bintang is trying to use the information technology or IT as a means to spread the information or e-government activity in popular terms. As an effort for realization of its e-government activity, a website with Laravel framework is created using PHP and JavaScript programming language. There are three roles in that website that related to each other. These role are super admin, admin, and a user. The Super Admin and Admin role are divided to minimize unrelated problem to each role and easier to control while changing the website content. DPMPK website is built with simple user interface to make it easy for user while browsing some information and to download the required documents</em>.</p> Evan Bagus Kristianto, Sri Yulianto Joko Prasetyo ##submission.copyrightStatement## http://creativecommons.org/licenses/by/4.0 https://ejournal.uksw.edu/aiti/article/view/5213 Tue, 30 Nov 2021 00:00:00 +0700 Perancangan Kriptografi Block Cipher berbasis Pola Dribbling Practice https://ejournal.uksw.edu/aiti/article/view/5241 <p><em>Block cipher is a technique in modern cryptography used to encrypt/decrypt digital data by dividing messages into data blocks and then </em><em>encrypting or </em><em>decrypting the data</em><em> on a block-by-block</em><em> basis</em><em>. This study aims to design a block cipher based on a dribbling practice pattern as a new</em><em> variation of existing block ciphers</em><em>. T</em><em>he principles of block cipher design, such as substitution box, XOR operation, Feistel network, and </em><em>key transposition, are</em><em> applied i</em><em>n designing </em><em>this</em><em> block cipher. The avalanche effect (AE) value and the correlation value between plaintext and ciphertext are used as the</em><em> metrics</em><em> in</em><em> evaluating</em><em> the designed block cipher. The testing </em><em>results show that </em><em>an AE value of 54.687% is achieved when a character in the input plaintext changes. Therefore, there are significant changes in the resulting ciphertext when the input plaintext is slightly changed. Furthermore, </em><em>the correlation value between plaintext and ciphertext is 0.247 (low correlation)</em><em>. As a result, it is hard to obtain the plaintext back based on the ciphertext result. </em><em>The</em><em>se</em><em> values</em><em> are</em><em> better compared to</em><em> some previous studies available</em><em>. </em></p> Rizky Restu Fauzi, Theophilus Wellem ##submission.copyrightStatement## http://creativecommons.org/licenses/by/4.0 https://ejournal.uksw.edu/aiti/article/view/5241 Tue, 30 Nov 2021 00:00:00 +0700 Analisis Sentimen Pada Rating Aplikasi Shopee Menggunakan Metode Decision Tree Berbasis SMOTE https://ejournal.uksw.edu/aiti/article/view/5151 <p><em>Text mining research that performs the categorization procedure on text documents is known as sentiment analysis. Sentiment analysis is the process of extracting a person's ideas, emotions, and evaluations expressed about a certain issue using natural language approaches. Researchers used the Decision Tree approach to do sentiment analysis on the Shopee application rating. The</em><em> goal of this research is to find out how accurate this Shopee app is and what users think about it. The accuracy value of 99.91 percent, AUC (Area Under Curve) 0.999, recall 99.88 percent, and precision value 99.98 percent were obtained using the Decision Tree method using SMOTE (Synthetic Minority Oversampling Technique).</em> <em>The accuracy of the Decision Tree method without SMOTE is 99.89 percent, the AUC (Area Under Curve) is 0.950, the recall is 99.88 percent, and the precision is 99.98 percent.</em> <em>Based on the findings of the current study, it can be concluded that SMOTE has an effect on value accuracy and AUC (Area Under Curve), but has no effect on recall and precision values, and that the results are the same whether SMOTE is used or not. The accuracy value achieved differs by 0.02 percent, whereas the AUC differs by 0.049</em></p> Christian Cahyaningtyas, Yessica Nataliani, Indrastanti Ratna Widiasari ##submission.copyrightStatement## http://creativecommons.org/licenses/by/4.0 https://ejournal.uksw.edu/aiti/article/view/5151 Tue, 30 Nov 2021 00:00:00 +0700