RESOLUSI : REKAYASA TEKNIK INFORMATIKA DAN INFORMASI
Resolusi : Rekayasa Teknik Informatika dan Informasi, membahas ilmu dibidang Informatika, Sistem Informasi, Manajemen Informatika, DSS, AI, ES, Jaringan, sebagai wadah dalam menuangkan hasil penelitian baik secara konseptual maupun teknis yang berkaitan dengan Teknologi Informatika dan Komputer. Topik utama yang diterbitkan mencakup: 1. Teknik Informatika 2. Sistem Informasi 3. Sistem Pendukung Keputusan 4. Sistem Pakar 5. Kecerdasan Buatan 6. Manajemen Informasi 7. Data Mining 8. Big Data 9. Jaringan Komputer 10. Dan lain-lain (topik lainnya yang berhubungan dengan Teknologi Informasi dan komputer)
Articles
185 Documents
Penerapan Metode Metode MOOSRA dan ROC dalam Rekomendasi Penentuan Handphone Terbaik untuk Pembuatan Konten Youtube
Mesran;
Agung Triayudi;
Dian Yunita Sihombing;
Rosaima Situmorang
Resolusi : Rekayasa Teknik Informatika dan Informasi Vol. 4 No. 2 (2023): RESOLUSI November 2023
Publisher : STMIK Budi Darma
Show Abstract
|
Download Original
|
Original Source
|
Check in Google Scholar
|
DOI: 10.30865/resolusi.v4i1.1452
Every day technological advances are increasing and developing, one of which is cellphones. Mobile phones are a technology that users can use to create YouTube content. The increasing development of the technological era from year to year has led to the emergence of cellphone brands with different specifications, making YouTube content users confused in determining the best cellphone. Based on this, the author conducted research to determine the best cellphone for creating YouTube content using the Moosra and Roc methods. We can use the Moosra and Roc method to determine the best cellphone for creating YouTube content, including choosing the brand and specifications of the cellphone. The results achieved in determining the type of cellphone brand and the best quality for creating YouTube content using the MOOSRA and ROC methods. And the final result of this decision support system (DSS) is determining the best brand and quality of cellphone for creating YouTube content. Rank Order Centroid (ROC) Method ROC is a method used to find the weight for each criterion according to its level and the Multi-Object Optimization Method On the basis of Simple Ration Analysis (MOOSRA) is a method that can be used to solve semi-structured and multidisciplinary problems attribute. The research results showed that Alternative A8 (Samsung) was chosen as the best alternative in determining the best cellphone for creating YouTube content with a preference value of 45.5 using the MOOSRA and ROC methods.
Algoritma K-Means untuk Mengelompokkan Hotel di Sekitar Wilayah Indonesia yang Rentan Gempa Bumi
Nurfidah Dwitiyanti;
Erlin Windia Ambarsari;
Noni Selvia
Resolusi : Rekayasa Teknik Informatika dan Informasi Vol. 4 No. 2 (2023): RESOLUSI November 2023
Publisher : STMIK Budi Darma
Show Abstract
|
Download Original
|
Original Source
|
Check in Google Scholar
|
DOI: 10.30865/resolusi.v4i1.1477
Due to its location on the Pacific Ring of Fire, Indonesia frequently experiences earthquakes. This phenomenon endangers society and infrastructure, including the hotel industry. Hotels are placed based on locations around areas of Indonesia vulnerable to earthquakes so that hotel owners can use hotel designs and construction that are earthquake-resistant when built. This is because areas with high earthquakes increase the risk of damage to hotel buildings. This research uses hotel geographic location data and Indonesian seismic data to classify hotels in earthquake-prone regions of Indonesia using the K-Means algorithm. Data was taken from USGS from January 2022 to November 2023. Using the K-Means algorithm, hotels were aggregated into clusters based on their proximity to the earthquake epicenter and recorded earthquake magnitude. The research results show that there are two ideal clusters based on the highest Shilhoutte value, namely 0.954, which means it can be sent into two different clusters based on latitude, longitude, and hotel address, with four hotels and three hotels as members of each cluster. Hotels Mutiara, Saparua, and Tiara have a higher level of vulnerability than other hotels because they are located near the earthquake. This research can help hotel owners and policymakers create strategies to reduce risk, increase safety, and develop sustainability in earthquake-prone regions.
Identifikasi Tanda Tangan Online Menggunakan Metode Ekstraksi Fitur Bentuk Global dan Lokal
Cahyawati Diah Kusumarini;
Fitrianingsih;
Betty Suswati
Resolusi : Rekayasa Teknik Informatika dan Informasi Vol. 4 No. 2 (2023): RESOLUSI November 2023
Publisher : STMIK Budi Darma
Show Abstract
|
Download Original
|
Original Source
|
Check in Google Scholar
|
DOI: 10.30865/resolusi.v4i2.1481
Online signatures have become one part of biometrics that is widely used to identify a person, because each person has a different signature and each signature has unique physiological characteristics. The main problem in identifying online signatures is the inconsistency in the form of a person's signature when writing a signature on a surface. Special analysis is needed regarding the main characteristics that can be used to anticipate these inconsistencies so that a person's signature can be identified correctly. This research aims to obtain features that can be used to facilitate the process of identifying signature owners. This research uses a method based on global shape features and local shape features. Global shape features are used to capture signature candidates identified as having the same or similar global form. After that, local shape features are used to measure the detailed shape similarity of each signature candidate. The trial was carried out using primary data totaling 60 signatures collected from 12 respondents. Each respondent provides five signatures which are divided into three signatures as training data and two signatures as test data. The test results of the proposed method and algorithm show an identification accuracy rate of 96.67%. This shows that the extraction method from global shape features and local shape features can be used for the development of an online biometric signature recognition system.
Implementasi Metode AHP dan MOORA dalam Penentuan Pemberian Bonus Triwulan Berdasarkan Penilaian Kinerja Guru
Agus Heryanto;
Ananda Yudha Budiono
Resolusi : Rekayasa Teknik Informatika dan Informasi Vol. 4 No. 3 (2024): RESOLUSI January 2024
Publisher : STMIK Budi Darma
Show Abstract
|
Download Original
|
Original Source
|
Check in Google Scholar
|
DOI: 10.30865/resolusi.v4i3.1491
A Decision Support System is a technology built to assist an organization or institution in making decisions. Mardi Waluya Elementary School is an educational institution in which there is a decision-making process for determining the provision of quarterly bonuses to teachers based on the results of performance assessments. However, in the decision making process several problems were found, namely that it was still carried out conventionally in determining quarterly bonuses, which caused the determination process to not be transparent and accountable. Apart from that, the reporting of the results of recommendations for teachers receiving quarterly bonuses carried out by assessors was not effective in its delivery because it was slow. So school principals need technology in the form of a decision support system, which is transparent, accountable, effective and efficient in providing recommendations for teachers who will receive quarterly bonuses. In this research, a decision support system will be built that applies the Analytic Hierarchy Process (AHP) method and the Multi-Objective Optimization by Ratio Analysis (MOORA) method. The AHP method is used to obtain consistent weights, while the MOORA method is used to rank teacher performance assessments, so that determining bonuses in teacher performance assessments can be more effective, efficient and accountable. The implementation of the AHP and MOORA methods in this decision support system is built on a website basis. It is hoped that the results of this research will make it easier for school principals to determine the provision of quarterly bonuses to teachers who have good performance, so that the results of the decision are given to the teachers who are entitled to them.
Sistem Pendukung Keputusan Seleksi Karyawan Admisi dan Pemasaran di Universitas Trilogi menggunakan AHP
Silvester Dian Handy Permana
Resolusi : Rekayasa Teknik Informatika dan Informasi Vol. 4 No. 3 (2024): RESOLUSI January 2024
Publisher : STMIK Budi Darma
Show Abstract
|
Download Original
|
Original Source
|
Check in Google Scholar
|
DOI: 10.30865/resolusi.v4i3.1492
In the era of global competition in the world of higher education, effective and efficient employee selection is the main key to achieving university strategic goals. This research uses the Process Hierarchy Analysis (AHP) method as a basis for making employee selection decisions at the Admissions and Marketing Bureau at Trilogi University. The AHP method has proven effective in overcoming complexity and subjectivity in the employee selection process by considering various important factors that influence decisions. This research focuses on the implementation of an AHP-based decision support system (DSS) which was developed specifically for employee selection needs in bureaus that play a role in designing and managing student admission strategies and university promotions. Factors considered in calculating AHP include age, work experience, specific work experience in the marketing field, administrative skills, English language skills, and attitude when conducting interviews. This system provides a holistic view in candidate assessment by prioritizing these factors according to the weight given by decision makers. The results of this research are recommendations in a ranking system for the best candidates to become employees at Trilogy University. Employees accepted in this selection process are A2 and A1 based on the University's needs. This research combines best practices in human resource management with a technology-based approach to produce innovative solutions in employee selection decision making.
Prediksi Angka Kemiskinan Desa Kemang Bejalu Menggunakan Metode Naive Bayes Prediksi Angka Kemiskinan Desa Kemang Bejalu Menggunakan Metode Naive Bayes
Arda Damayanti;
Shinta Puspasari;
Nazori Suhandi
Resolusi : Rekayasa Teknik Informatika dan Informasi Vol. 4 No. 3 (2024): RESOLUSI January 2024
Publisher : STMIK Budi Darma
Show Abstract
|
Download Original
|
Original Source
|
Check in Google Scholar
|
DOI: 10.30865/resolusi.v4i3.1498
Poverty is one of the problems faced by all countries, especially developing countries such as Indonesia. To find out the extent of poverty in Kemang Bejalu Village, research must be carried out to determine the poverty rate in Kemang Bejalu Village using the Naive Bayes method. The Naive Bayes method is used to classify data and calculate the probability of poverty based on certain factors. This study aims to determine whether the accuracy of the results of the Naive Bayes method can be used in predicting poverty rates. So this confusion matrix calculation obtained an accuracy of 86% of 258 with data for 3 variables, while in testing new test data obtained an accuracy of 90% using the same variables (namely dependents, employment and income). Based on 2022 population data where the poor family is 33% while the well-off family is 67% which is used to produce a poverty rate of 76% of well-off families and 24% of poor families using a test size of 0.4. the prediction process for poverty in Kemang Bejalu village using the Naive Bayes method. So that it can be used by the Kemang Bejalu village government to make a decision.
Prediksi Calon Mahasiswa Penerima KIP Pada Universitas Indo Global Mandiri menggunakan Algoritma Decision Tree
Zakaria Saputra;
Dewi Sartika;
Muhammad Haviz Irfani
Resolusi : Rekayasa Teknik Informatika dan Informasi Vol. 4 No. 3 (2024): RESOLUSI January 2024
Publisher : STMIK Budi Darma
Show Abstract
|
Download Original
|
Original Source
|
Check in Google Scholar
|
DOI: 10.30865/resolusi.v4i3.1501
Indo Global Mandiri University has accepted Smart Indonesia Card students since 2020. Financing for Smart Indonesia Card students is obtained from government subsidies on the condition that students are required to complete lectures for less than or equal to four years and maintain academic achievement with a minimum cumulative grade point average of 3.00. As in the Informatics Engineering study program, 31 prospective Smart Indonesia Card recipient students must be selected first to fill the available quota. Students who have passed the selection will be ranked to determine the number of prospective students who are entitled to receive assistance carried out by the university's Cooperation Bureau. The purpose of the research is to do programming that can predict the number of students receiving this assistance using the Decision Tree algorithm. Decision Tree (C4.5 version) is one of the classification methods that uses a tree structure representation where each node represents an attribute, the branch represents the value of the attribute, and the leaf represents the class. The attributes used are skill program, average score, KK status, income, and aid card. Based on calculations carried out using the decision tree method, the value of the percentage of accuracy is quite good with a value of 73% for predicting prospective KIP recipient students at Indo Global Mandiri University Palembang, while the performance of the classification model still has a fairly low performance with a precision value of 40%, a recall value of 56% and an F1-score value of 47%.
Analisis Kualitas Website SMA Negeri 2 Kota Jambi Menggunakan Metode Webqual 4.0
Apriyani;
Benni Purnama;
Herry Mulyono
Resolusi : Rekayasa Teknik Informatika dan Informasi Vol. 4 No. 3 (2024): RESOLUSI January 2024
Publisher : STMIK Budi Darma
Show Abstract
|
Download Original
|
Original Source
|
Check in Google Scholar
|
DOI: 10.30865/resolusi.v4i3.1569
SMA Negeri 2 Kota Jambi is a senior high school that uses the website as an information media, but there are still problems on the website, including when opening the website portal it is suspended, then there is no information about us in the sectioninformation about history, vision and mission, and there is also no information about holidays and semester exams. from these problems, a study was conducted to determine the relationship or correlation of each variable or all variables using the webqual 4.0 method with a total sample of 304 respondents and data processing using IBM Statistics SPSS software. The results of the study show that the quality of use has a significant effect on user satisfaction compared to the quality of interaction and the quality of information. it is suggested to the management of the SMA Negeri 2 Kota Jambi website to improve the quality of information by including information about history, vision and mission, information about holidays and semester exams and the website must be improved by providing an uptime serverand always respond to complaints or questions submitted by students through discussion forums.
Analisis Kualitas Website Editornews.Id dengan Metode Webqual 4.0
Nita Christine;
Benni Purnama;
Herry Mulyono
Resolusi : Rekayasa Teknik Informatika dan Informasi Vol. 4 No. 3 (2024): RESOLUSI January 2024
Publisher : STMIK Budi Darma
Show Abstract
|
Download Original
|
Original Source
|
Check in Google Scholar
|
DOI: 10.30865/resolusi.v4i3.1571
Editornews.id is one of the online news sites in Jambi City, which has several problems that are often felt by users, such as excessive advertising, news that is not timely and there is no column for direct interaction on the website. From these problems, researchers are interested in researching the Editornews.id website. To analyze website quality and the influence of each variable on user satisfaction. This study uses the WebQual 4.0 method to know website quality, website performance, and user expectations using Usability, Information Quality, Service Interaction Quality, and User Satisfaction variables with a sample size of 230 respondents. Data analysis is processed with SPSS software. The results based on the results of the analysis show that the Usability variable (X1) affects User Satisfaction, the Information Quality variable (X2) has no effect on User Satisfaction, the Service Interaction Service variable (X3) affects User Satisfaction and the Usability variable (X1), Information Quality (X2), Service Interaction Quality (X3) together affect User Satisfaction. So Editornews.id must improve the reputation and appearance of the website and improve the information delivery system on the website.
Audit Sistem Informasi Aplikasi DPLK Capital Life Indonesia Menggunakan Framework Cobit 5
Budyanto, Arifin;
Eva Zuraidah
Resolusi : Rekayasa Teknik Informatika dan Informasi Vol. 4 No. 4 (2024): RESOLUSI March 2024
Publisher : STMIK Budi Darma
Show Abstract
|
Download Original
|
Original Source
|
Check in Google Scholar
|
DOI: 10.30865/resolusi.v4i3.1579
Information system audits are carried out to identify and ensure that existing system procedures in the company are functioning properly, using the Cobit 5 framework to audit the DPLK Capital Life Indonesia application information system because previously there has never been a comprehensive audit of the information system used by the company so that the information system operational services cannot be ascertained whether or not they are in accordance with the standard needs of the company. With the information system audit on the DPLK Capital Life Indonesia application system running in the company, it is hoped that it can harmonize the needs with the objectives of the company. The research was collected with quantitative capability analysis. The audit results with the highest value, namely the DSS01 domain, get a Maturity Level value of 2.97 with a Fully Achieved achievement value and a gap value of sub domain DSS01.01 gap value of -0.01, DSS01.02 gap value of 0.08, DSS01.03 gap value of -0.01, DSS01.04 gap value of -0.06 and DSS01.05 gap value of -0.08 from target level 3. While the DSS02 domain gets a Maturity Level value of 2.13 with a Fully Achieved achievement value and a sub domain gap value of DSS02.01 gap value of 0.19, DSS02.02 gap value of 0.11, DSS02.03 gap value of 0.19, DSS02.04 gap value of 0.15, DSS02.05 gap value of 0.10, DSS02.06 gap value of 0.10 and DSS02.07 gap value of 0.05 from target level 2. The GAP analysis result obtained from DSS01 and DSS02 have not reached the target level.