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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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Building Synonym Set for Indonesian WordNet using Commutative Method and Hierarchical Clustering Valentino Rossi Fierdaus; Moch Arif Bijaksana; Widi Astuti
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 4, No 3 (2020): Juli 2020
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v4i3.2254

Abstract

WordNet is a compilation of Synonyms Set (synset), which consists of the words that have the same synonymous. The development of Indonesian WordNet has a goal to build an application that can accommodate and exhibit the relation of words. Synonym Set is a set composed of one or more words that have a similar meaning or synonym relation originated from the Indonesian Thesaurus. In previous studies, the establishment of synsets were transmitted with several approaches, one of which was the cluster ring to produce synsets and WSD (Word Sense Disambiguation). In this research, research is held up to discover the semantic similarities between words in the Indonesian Thesaurus automatically, and also to know the performance of the Agglomerative Hierarchical Clustering method for the development of Indonesian synsets. To calculate performance and evaluation, this research is using the F-measure method involving the gold standard
Perancangan Sistem Monitoring Kehadiran Mahasiswa Pada Laboratorium FTKI UNAS Menggunakan Teknologi RFID Singgih Yulianto Bastian; Agung Triayudi; Aris Gunaryati
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 4, No 1 (2020): Januari 2020
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v4i1.1895

Abstract

The recording of student attendance at the FTKI UNAS laboratory is still done manually which causes UNAS to have to input a large amount of attendance data every day. This often results in recording errors caused by human error, not to mention if there is fraud by manipulating attendance data. This study uses a microcontroller to design a student attendance monitoring system digitally by identifying student code from the RFID Tag. The system is designed using RFID and NodeMCU modules which will be sent to the MySQL database and will be displayed on the website page. The test results from 100 data obtained 100% identification success with an average reading distance of 4cm. of 100 presence test data, the system can store data with 100% accuracy for the corresponding data, and can read the presence of errors with 100% accuracy.
PEMANFAATAN DATA MINING DENGAN METODE CLUSTERING UNTUK EVALUASI BIAYA DOKUMEN EKSPOR DI PT WINSTAR BATAM Yuli Siyamto
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 1, No 2 (2017): Juni 2017
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v1i2.322

Abstract

Data Mining is a technology that already exists and grows long enough. Many companies are less use of old data stored in the database, to be used as much as possible. This research is trying to apply Data Mining technology by using the clustering method to get new knowledge, which is expected to be useful for the continuity and development of the company. The algorithm used is K-Means Clustering which is the process of grouping a number of data or objects into a cluster (group) so that each cluster will contain data that is as similar as possible and different from other cluster objects. Tests were performed with the Rapid Miner 5.3 application. The result is clustered clustering customer data suggested for the evaluation of the cost of processing the export documents.
Aplikasi Pembelajaran Interaktif Augmented Reality Tata Surya Sekolah Dasar Menggunakan Metode Marker Based Tracking Ismi Naili Qurrotul Aini; Agung Triayudi; Ira Diana Sholihati
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 4, No 1 (2020): Januari 2020
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v4i1.1875

Abstract

Along with the times, the learning media also continues to grow. In solar system subjects usually, the media is used is books, where students can only see 2D forms. The purpose of this research is to build an application that can create a 3D object accompanied by an explanation, so as to make learning more interactive and easily understood using Augmented Reality (AR) technology. In previous journals, a solar system learning application has been made using AR technology, and this research will be developed by creating a quiz menu and true or false to find out how far students understand the material being taught. To ensure the application runs well, testing images, distance and angle markers, application features, and questionnaires using a black box. Marker test results can be distinguished well, markers can be detected well at a distance of 30-90 cm with an angle of 45ᴼ-90ᴼ, then questionnaires to 10 elementary school students related to this application 100% like the solar system AR application as a learning medium.
Perancangan Alat Penghitung Jumlah Pengunjung Konser Berbasis Mikrokontroler At89s51 Eko Setia Budi
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 2, No 3 (2018): Juli 2018
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v2i3.658

Abstract

In the current era of globalization, information technology advanced so quickly. The computer is the equipment created to facilitate the work of man, while achieving good progress in the manufacture of hardware and software. For that I am as a writer tries final project for the manufacture of tools called "Tool Counters Number of Visitors Microcontroller AT89S51-Based Concert". This tool serves as a counter number of the many visitors who come to a place. Details of existing information will be readily accepted as a provider of data recap many visitors automatically. For that I am here trying to practice and make this tool as a pilot and as inspirational. The design of this tool is very fit and have a good solution to help get the data without having to calculate and remember in mind manually.
Inovasi Pengembangan Sistem Informasi Pengelolaan Surat Keterangan Pendamping Ijazah Berbasis Web Tito Sugiharto; Mohammad Irwansyah
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 4, No 2 (2020): April 2020
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v4i2.1903

Abstract

This research was aiming to produce a management information system for Diploma Companion Certificate (SKPI). The target of the research to be achieved is the existence of an information system that can be used to manage the filling and printing of Companion Certificates. Management information system This Certificate of Companion is made to be applied in the Informatics Engineering Study Program S1 Faculty of Computer Science, University of Kuningan. This study discusses how the process of designing and developing an information system for managing Diploma Certificates of Completion in the S1 Informatics Engineering Study Program. The absence of an application or information system for managing Diploma Certificates is a serious problem that must be considered. Managers of the S1 Informatics Engineering Study Program find it difficult in the process of making and filling Diploma Companion Certificates for their graduates. In the absence of a management information system, a Diploma of Companion Certificate, the process of making and filling with Certificate ofCompanion Certificate will take a long time. The method  used in this study is Rational Unified Process (RUP). There are four stages in the use of this RUP method, namely the stages of inception, elaboration, construction and transition. The design model used in this study uses Unified Modeling Language (UML). The testing process is carried out using the Black Box Testing. Therefore, to solve these problems, an innovation is needed In the management ofa web-based Diploma Companion Certificate. It is expected that this information system can help and ease the Study Program in managing Diploma Companion Certificates.
Penerapan Particle Swarm Optimization Pada Feedforward Neural Network Untuk Klasifikasi Teks Hadis Bukhari Terjemahan Bahasa Indonesia Muhammad Ghufran; Adiwijaya Adiwijaya; Said Al-Faraby
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 2, No 4 (2018): Oktober 2018
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v2i4.951

Abstract

Hadith is the second source of Islamic law after Al-Qur'an and used as a guide for Muslims life. there are many hadith which has been narrated, one of them is Bukhari history. This research aims to build a model that can classify Bukhari hadith translation of Indonesian language. This topic is chosen to assist the public in understanding the meaning of the information that contained in the hadith, in the form of advocacy information, prohibitions or just information. The Backpropagation Algorithm (BP) is the general technique that used to train the Feedforward Neural Network (FNN) in classification process cause it has good accuracy for text classification. But, BP has a weakness that is relatively slow to reach convergent and stuck in local minimum. To overcome this, the Particle Swarm Optimization (PSO) algorithm is used to speed up convergence and find the minimum global value. The purpose of this test is to see the PSO's ability to train the weight and refraction of FNN. The result of this research on 1000 hadith data show that model PSO-FNN with stemming process get 88.5% accuracy while without stemming process get 88.57% accuracy. Meanwhile, the result of comparative test between PSO-FNN with BP-FNN, the result shows that  PSO-FNN get accuracy equal to 88.57% which is lower 0.93% than BP-FNN which has 89.5% accuracy.
Memahami Perilaku Penerimaan Mobile Payment di Kalangan Muda (Mahasiswa) Menggunakan Pengembangan Model IMMPA Dewi Widyawati; Wing Wahyu Winarno
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 4, No 2 (2020): April 2020
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v4i2.2068

Abstract

Since the emerge of digital commerce in the form of m-commerce, mobile payment services have started to get global attention. Easy access to mobile payment services, the benefits offered, and the clarity of the regulations that govern them, have not yet fully attracted the interest of all Indonesian people to use them. Changing the behavior of transactions to mobile payments in line with access to the digital economy, which has the potential to increase a country's economic growth even to the macro level. This study will identify the determinants of actual acceptance and use of mobile payment services among young people. Younger users are more likely to receive and adopt technology and technology services, especially young people who are in the campus environment, so students will be taken as respondents in this study. This study uses the Integrated Model on Mobile Payment Acceptance (IMMPA) by Di Pietro et al. (2015) and adding one construct that is relevant to the factors that influence the use of mobile payment services, namely Trust. Another new construct developed from the IMMPA model is Perceived Security which is linked to Trust. The theoretical framework was tested using the Structural Equation Model (SEM). The research findings show that Intention to Use strongly influences User's Behavior, while Intention to Use is strongly influenced by Trust. Perceived security influences Trust. Ease of Use affects Usefulness
Principal Component Analysis Sebagai Ekstraksi Fitur Data Microarray Untuk Deteksi Kanker Berbasis Linear Discriminant Analysis Widi Astuti; Adiwijaya Adiwijaya
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 3, No 2 (2019): April 2019
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v3i2.1161

Abstract

Cancer is one of the leading causes of death globally. Early detection of cancer allows better treatment for patients. One method to detect cancer is using microarray data classification. However, microarray data has high dimensions which complicates the classification process. Linear Discriminant Analysis is a classification technique which is easy to implement and has good accuracy. However, Linear Discriminant Analysis has difficulty in handling high dimensional data. Therefore, Principal Component Analysis, a feature extraction technique is used to optimize Linear Discriminant Analysis performance. Based on the results of the study, it was found that usage of Principal Component Analysis increases the accuracy of up to 29.04% and f-1 score by 64.28% for colon cancer data.
Rancang Bangun MyAKAD Apps Berbasis Android Menggunakan Algoritma Sequential Searching Wahyu Mahatma Kurniawan; Fauziah Fauziah; Aris Gunaryati
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 4, No 3 (2020): Juli 2020
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v4i3.2155

Abstract

The existence of the digital world has given a new impact to all human activities. Not surprisingly, if now all switch to the digital world because on the one hand can make things more efficient and practical. The purpose of this study, the author wants to develop a student data administration application that will be applied at one of the universities with an Android-based platform system. Where this design is made to perfect the limitations of applications that have previously  been developed, namely the web, limitations of previous applications at the University, when users (users) access  to the online academic menu in the web application, are required to deactivate pop-ups first, that is felt to be inefficient . Based on the existing problems, the author wants to design an application that will be developed on the Android platform by using a sequential searching algorithm for each program function in the application. The system development method itself uses the Waterfall methodology. This method has stages namely: Analysis, Design, Coding and Testing Data collection techniques are obtained from the results of observations (observations) and literature studies. Database as a data storage medium is MySQL. For the PHP and Java programming languages used as an application interface, the application test results are represented in the White box testing and show a valid value of the test results amounting to 6 in the total decision shows the algorithm used is quite good and meets the standard

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