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INDONESIA
JURNAL MEDIA INFORMATIKA BUDIDARMA
Published by Sekolah Tinggi Manajemen Informatika dan Komputer Budi Darma
ISSN : 26145278     EISSN : 25488368     DOI : http://dx.doi.org/10.30865/mib.v3i1.1060
Core Subject : Science, Engineering,
Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering
Decission Support System, Expert System, Informatics tecnique, Information System, Cryptography, Networking, Security, Computer Science, Image Processing, Artificial Inteligence, Steganography etc (related to informatics and computer science)
Arjuna Subject : Ilmu Komputer (semua kategori) - Ilmu Komputer (Lain-Lain)
Articles 1,182 Documents
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Sistem Pendukung Keputusan Menentukan Kualitas Kinerja Dosen Selama Kuliah Online Menggunakan Promethee II Ita Arfyanti; Rajiansyah Rajiansyah
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 5, No 2 (2021): April 2021
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v5i2.2942

Abstract

Lecturer performance is a quality of self that is given entirely to fulfill the responsibilities of a teacher in a tertiary institution, towards students or students in fulfilling student rights, the importance of knowing that the quality of lecturer performance will affect the level of student learning desire, especially during the Covid-19 pandemic, lecturer performance considered capable of improving the learning process that must be done online, online learning often results in a lack of communication between lecturers and students. Accumulation was carried out on a decision support system to see each of the lecturers 'performance qualities at STMIK Widya Cipta Dharma during online lectures using the Promethee II method, the results displayed were the highest score of "4.208625" indicating a high percentage of achievement of lecturers' performance previously had calculations are carried out based on predetermined criteria, namely lecturer discipline, teaching time, material presentation, academic position, suitability of teaching using the syllabus
Implementasi Metode AHP dalam Menentukan Penerima Beasiswa Komite Sekolah Asnawati Asnawati; Prahasti Prahasti; Liza Yulianti
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 5, No 2 (2021): April 2021
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v5i2.2918

Abstract

Award for an outstanding student by the school through the school committee needs to be given in an effort to increase student motivation and enthusiasm for learning. Through the awarding of committee money exemption scholarships, students are expected to continue to improve their performance. Students who receive school committee scholarships are the best students who are judged based on certain criteria. The criteria for scholarship recipients have been determined by SMKN 2 Bengkulu City, however, the selection is still using a manual system. The use of this system has constraints in that it takes a long time to manage. In addition, subjectivity was still found in the assessment. A better alternative system is needed in the management of school committee scholarship recipients. The use of the Analytical Hierarchy Process (AHP) method in the Decision Support System (SPK) will give the best results so that students who really deserve scholarships will be obtained. The Decision Support System at SMKN 2 Bengkulu City in determining recipients of school committee scholarships is based on criteria, namely report card scores, academic achievement and non-academic achievements with a predetermined weighting rating. The results of the calculation obtained the final value based on rank one to three obtained values of 0.3925, 0.2150 and rank 3 with a final value of 0.1434. Based on the results of the existing ranking, it has produced scholarship recipients who actually meet the predetermined criteria
Penerapan Algoritma A-star dan Brute Force pada Aplikasi Jakvel (Jakarta Travel) Berbasis Android Septi Andryana; Andrianingsih Andrianingsih; Naif Farhan
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 5, No 3 (2021): Juli 2021
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v5i3.3089

Abstract

The city of Jakarta has several main tourist attractions that are interesting to visit. As the Capital of the State of Indonesia, it will certainly be ogled and visited by local and foreign tourists. However, there is limited information, tourists from outside the Jakarta area lack complete information on tourism in the city of Jakarta and the roads that must be taken to tourist sites, due to the number of roads and heavy traffic, this makes it a problem when you want to vacation in the city of Jakarta. Therefore, the author designed an application called Jakvel based on Android, this application provides information and looks for the shortest path to tourist sites for tourists who want to vacation in Jakarta. In this study using the A-star and Brute Force algorithms. The A-star algorithm will be applied to find the shortest path to tourist sites and the brute force algorithm is used to search for words (strings) in selecting tours. With this application, it is hoped that it will make it easier for tourists outside the Jakarta area to find out tourist information and help find the shortest path to locations in the city of Jakarta. After testing of 10 tourist sites to determine the shortest path by comparing the A-star algorithm with Google Maps based on Android, with a 70% success rate in finding the shortest path using the A-star algorithm and the results of string search testing using the Brute Force algorithm have a percentage of 100% accurate
Analisis Sentimen Movie Review menggunakan Word2Vec dan metode LSTM Deep Learning Widi Widayat
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 5, No 3 (2021): Juli 2021
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v5i3.3111

Abstract

The increasing number of internet users is directly in line with the increasing number of data on the internet that is available for analysis, especially data in text form. The availability of this text data encourages a lot of sentiment analysis research. However, it turns out that the availability of abundant text data is also one of the challenges in sentiment analysis research. Datasets that consist of long and complex text documents require a different approach. In this study, LSTM was chosen to be used as a sentiment classification method. This research uses a movie review dataset that consists of 25,000 review documents, with an average length per review is 233 words. The research uses CBOW and Skip-Gram methods on word2vec to form a vector representation of each word (word vector) in the corpus data. Several dimensions of the word vector was used in this research, there are 50, 60, 100, 150, 200, and 500, this tuning parameter is used to determine their effect on the resulting accuracy. The best accuracy around 88.17% is obtained at the word vector 100 dimension and the lowest accuracy is 85.86% at the word vector 500 dimension.
Penerapan RFID Dalam Pendataan Kehadiran Pegawai Negeri Sipil Berbasis Arduino Andreas Aman Tokan; Iskandar Fitri; Rini Nuraini
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 5, No 3 (2021): Juli 2021
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v5i3.3056

Abstract

In today's modern era, the development of technology and informatics is not something foreign to the public. As currently, RFID and Microsoft Excel technology can be used to overcome problems in everyday life such as student attendance or employees in private and government-owned agencies, security systems, parking systems, and can be used to monitor various reports on inventory that can be known in real time. time either by online or by synchronizing data, so the development of RFID technology cannot be doubted. However, the development of technology in Indonesia itself has not been fully evenly distributed where there are some areas that still do not apply this technology as a tool for daily activities, there are still a lot of regions that collect employee attendance still use the para or signature method, this of course can lead to fraud committed by unscrupulous employees for personal gain. The purpose of this study is to optimize and reduce attendance manipulation of sub-district office employees, because there are still a lot of government agencies, especially local government agencies that still perform attendance manually, such as the Witihama sub-district office. Witihama District is one of the sub-districts in eastern Indonesia, precisely in East Flores Regency, East Nusa Tenggara which still uses the employee initials method, so a technology such as RFID is needed to support the work of employees because this technology is very effective. The function of using RFID is to validate attendance and the function of Microsoft Excel itself is a media of information and attendance monitoring system directly and accurately by the disciplinary commission of the sub-district office.
Optimasisasi Mobile Ad-Hoc Network dengan Algoritma Particle Swarm Optimization Alon Jala Tirta Segara; Aditya Wijayanto
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 5, No 2 (2021): April 2021
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v5i2.2636

Abstract

In this digital era the development of technology occurs an evolution in media technology, let's call it new media or people also often call it online media or people are more familiarly called it the internet, this media is certainly familiar to the ears. The delivery of data for communication can be hampered because of the lack of satellites caused by the weather or because of damage to the satellites and delays in the delivery of data that may result in late entry of information. Therefore we want to implement mobile ad-hoc network (manet) and evaluate the results of the manet method by knowing the results of end to end delay and packet delivery ratio Normalized routing load to know the existing. The research method uses simulation method and evaluation of routing model using Network Simulator. Evaluation is prioritized on the use of existing calculated parameters to test the AOMDV protocol and then we use the PSO algorithm to be able to optimize the value of existing calculated parameters. In this study has been done by using 2 scenarios with each scenario has a number of nodes namely 30 and 50 ago with an area of 1000m x 1000m and also data delivery speed of 200/kbps and speed of 200 in each scenario. After doing the simulation and looking at the existing comparison values, we came to a conclusion about the results of the parameter trial above obtained the average value of PDR on nodes 50 95.1 and nodes 30 81.5%, NRL values on nodes 50 51.4% and nodes 30 12.7%. While in optimization value with PSO each parameter occurs in a significant increase in PDR and NRL parameter value while for Avaerage delay value there is a decrease in each simulation value.
Rekomendasi Penerimaan Beasiswa Yayasan Untuk Siswa Baru SMK TI Airlangga dengan Algoritma C4.5 Azahari Azahari; Nursobah Nursobah
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 5, No 2 (2021): April 2021
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v5i2.2943

Abstract

The foundation scholarship path is a facility provided by the private sector to help government education programs realize 12 years of compulsory education, one of which is a three-year vocational high school education facility and of course the foundation will take into account who deserves three years of learning opportunities for students. Now this will help many parties who really deserve the opportunity to learn to foster their enthusiasm for learning again, but in this case also the foundation must certainly select candidates who apply for the scholarship, of course there are many who want to get the scholarship so that correct, accurate considerations must be made so that the scholarship does not fall into the wrong hands, one of the right ways is to classify the incoming data using the C4.5 algorithm application so that the canteen selection process does not It takes a very long time and based on research, the final result of the C4.5 algorithm will form a decision tree to simplify the process of reading the result data and it is hoped that this will help the foundation in the selection of foundation scholarship recipients for new students. and the results obtained are 57% nominated students have the opportunity to receive scholarships provided by SMK TI Arilangga.
Sistem Informasi Bimbingan Skripsi Menggunakan Metode Rapid Application Development Berbasis User Centered Design Mochammad Alif Kurniawan; Iskandar Fitri; Deny Hidayatullah
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 5, No 3 (2021): Juli 2021
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v5i3.3068

Abstract

Thesis is the result of a scientific research paper written and adapted to the scientific rules that apply in writing and the process of working on a thesis, usually students are guided by two supervisors. Because during the pandemic and the difficulty of consulting with supervisors and the establishment of health protocols to avoid the impact of the spread of the COVID-19 virus, the author intends to build a Thesis Guidance Information System application that can be accessed online and based on a website and facilitates the thesis implementation process. Features contained in the system include students who can submit ideas and thesis titles and can see notifications of ideas and thesis titles being rejected or not. Students who carry out theses can be ensured that they are supervised by their supervisors, therefore supervisors can guide their students using the application and can carry out online sessions and seminars. The thesis guidance information system is designed using the Model View Controller architecture which separates the user interface, data and control. This object-oriented system development model uses the Unified Modeling Language model which aims to analyze and model applications designed using Model View Controller-based architecture. The software development method used in the development of this system is Rapid Application Development because it has relatively simple features. The User Centered Design approach is that users in every stage of system development are also involved, so that the system formed can be used according to system needs.
Sistem Ujian Online Essay Kolektif Berbasis Gambar Studi Kasus Kampus PTKI Medan Abdul Azis Rahmansyah; Poltak Evencus Hutajulu
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 5, No 3 (2021): Juli 2021
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v5i3.3029

Abstract

The Covid-19 pandemic is a disaster for all of us, Vocational Education is also affected by the Covid-19 pandemic which forces online lectures, one of which is at the Industrial Chemical Technology Polytechnic (PTKI), in the implementation of the exam at PTKI Medan carried out collectively with questions exam in the form of an essay. There have been many studies on online essay exams but the scope of the discussion is for automatic correction or similarity based on text input. In vocational education, especially PTKI Medan, which has a test that is not limited to text input but there are calculations. Another weakness of text input is that the answers can be more easily copied and pasted by students. This research was carried out for 1 year starting from Odd semester 2020 to Even 2020. The method in developing information systems uses the waterfall model with the stages of needs analysis, system design, coding, implementation and the last stage of system maintenance. From the results of the research in the odd semester of 2020, the researchers used a text-based online essay exam model, but many weaknesses were found, one of which was the ease of students in using answers from the internet which were directly entered into the answer column. At the maintenance stage, the researcher updates the system by changing the image-based exam model, so students must write their answers on paper and then upload the answers to the website. The file upload system can overload the server if it is not controlled, one of the techniques used is to compress image files uploaded by students to the system and the maximum size can be compressed up to 78.48% from 1329 Kb to 286 Kb for this type. png data. In addition, to make it easier for lecturers to check answers, use the ezoom.js feature as a means to view answers in the form of images that are useful for zooming in, zooming out, rotating the answer images. Ezoom.js is a javascript that can be installed on php-based websites
Optimizing the Division of Study Class Groups Using the Partitioning Around Medoids (PAM) Method Frainskoy Rio Naibaho
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 5, No 1 (2021): Januari 2021
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v5i1.2523

Abstract

Optimization is a step to solve a problem to get more profitable results. Profitable based on the point of view used or the desired needs. The optimization value can be profitable in the maximum position or profitable in the minimum position. A problem can be solved in different ways, to produce the best solution. The best conditions can be viewed from many things, including tolerance, methods, and problems. Many theories have been developed to solve optimization problems. This optimization problem is often discussed because it is very close to human life. In this case, optimization can be interpreted as the process of achieving the most optimal results by adjusting input, selecting equipment, mathematical processes, and testing. Thereby in this paper, the Partitioning Around Medoids (PAM) method has succeeded in optimizing class grouping by calculating the closest distance between the achievement and intelligence of each student.

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