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Contact Name
Mesran
Contact Email
mesran.skom.mkom@gmail.com
Phone
+6282161108110
Journal Mail Official
mib.stmikbd@gmail.com
Editorial Address
Jalan sisingamangaraja No 338 Medan, Indonesia
Location
Kota medan,
Sumatera utara
INDONESIA
JURNAL MEDIA INFORMATIKA BUDIDARMA
ISSN : 26145278     EISSN : 25488368     DOI : http://dx.doi.org/10.30865/mib.v3i1.1060
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)
Articles 8 Documents
Search results for , issue "Vol 2, No 4 (2018): Oktober 2018" : 8 Documents clear
Pengklasifikasian Topik Hadits Terjemahan Bahasa Indonesia Menggunakan Latent Semantic Indexing dan Support Vector Machine Fauzan, Hafizh; Adiwijaya, Adiwijaya; Al-Faraby, Said
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.v2i4.948

Abstract

Hadith is used as the source of Islamic law othen than Qur’an, Ijma, Ijtihad and Qiyas, hadith is the second of Islamic law after the Qur’an. This study attempted to build a system than can classify shahih hadith of Bukhari in Indonesian Translation. This topic was chosen to help Muslims who want to understand from each hadith is in the form of informations, prohibitions or suggestion. Support Vector Machine was chosen because it can perform classification by providing good performance for dataset with a large number of features. Latent Semantic Indexing as a feature selection method was chosen because it can reduce features by eliminationg unimportant features (noise term). This study also using Bootstrap Aggregating (Bagging) method to improve accuracy of the classification system. The accuracy results show that by using Latent Semantic Indexing and Bootstrap Aggregating on Support Vector Machine classification single label system is 84% on polynomial kernel and 84.67% on RBF kernel
Penerapan Question Answering System Pada Pembahasan Agama Islam Dengan Pendekatan Metode Pattern Based Rosyadi, Ramadhana; Al-Faraby, Said; Adiwijaya, Adiwijaya
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.v2i4.949

Abstract

Islam has 25 prophets as guidelines for human life, documents containing information about the stories of the lives of the prophets during their lifetime. This study aims to build a more specific question and answer system by generating relevant answers not in the form of documents. Question Answering System is able to overcome problems in the Question and answer system, information retrieval systems where the answers issued are correct with responses to requests submitted, not in the form of documents that may contain answers. This study uses the Pattern Based method as extracting sentence pieces which are the answers to find answers that match the patterns that have been made. The selection of datasets causes a number of questions that can be submitted to be limited to information stored in the data itself. Besides that, questions are also limited in the form of Question words that are Factoid, namely Who, when, where, what and how. Accuracy results obtained using the Pattern Based method on Question Answering System are 39.36%.
Penerapan Formulir KTP Berbasis Android: Studi Pada Kantor Camat Rantau Utara Kabupaten Labuhanbatu Silestian, Selvi; Sumitro, Sumitro; Purnama, Iwan
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.v2i4.838

Abstract

The making of this android based ID card application aims to: 1) Provide convenience for the community in filling in the form of ID card without having to come to the office requesting form because it can be filled wherever they are using a smartphone; 2) Accelerate the process of service and making ID cards. The method used waterfall and programming used in the writing of this Final Project is based on android programming using mysql database for php script creation. In this application required internet or wifi facility of a mobile phone, which where the application can run if the application has been installed connected on the mobile phone in a network. From the discussion on the form of ID based on android can be concluded that: 1) With the application of this android ID based form, the process of inputting population data can be done quickly and efficiency without having to go to the office to fill out the ID; 2) With the application of this android ID based form, the service and making ID card (identity card) can be easier and faster; 3) Processing of population data on the application of this android ID based ID will facilitate the work process so as to improve the performance of the institution later; 4) Have built an Android based ID application form designed using UML (Unified Modeling Language) and implemented using Eclipse for Android Application using PHP and MySQL programming language and for its database online in one network
Analisis Metode Pattern Based Approach Question Answering System Pada Dataset Hukum Islam Berbasis Bahasa Indonesia Sapitri, Ade Iriani; Al-Faraby, Said; Adiwijaya, Adiwijaya
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.v2i4.950

Abstract

Islamic law is a provision of the command of Allah SWT which has different laws. It takes a long time in the process of searching information manually given the many types of islamic law. From the above problems with the help of Question Answering System can solve the problem. The purpose of this study is to assist usesrs in finding the required information with input in the form of question with property category (OBJECT) What, (PERSON) Who, (LOCATION) Where, (TIME) When and (COUNT) How much. Research Question Answering System is implemented with the Pattern Based Approach method based on pattern classification. In this research we get the result of accuracy of answer equal 64,5% in every type of question category “What”,”When”,”How much”, “Who”, and “Where” with answer accuracy equal to 63,3%, 65%, 73,3%, 65% and 40%. From the accuracy results obtained that the method of Pattern Based Approach is able to be implemented in Question Answering System to solve the above problems
Perancangan Program Animasi Interaktif Pengenalan Lagu Nasional Tingkat SD Sayfulloh, Asep; Setiaji, Setiaji; Ishak, Riswandi
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.v2i4.841

Abstract

Technological developments increased the more days as the development of modernization. Development of technology brought both positive and negative effects for some people. If we can learn the technological progress with both the technological advances that will have a positive impact, for example on education, not only the delivery of content using oral or written way but has been able to use audio-visual media. Technology can provide new lessons in the world of education by explaining how learning the national anthem of the primary level, not least those who are less eager to learn about the national anthem, so many children now do not know about the national anthem and the struggle of the heroes. The design was created using waterfall method is the method by analyzing, design, implementation, testing and operation of the hope of obtaining new knowledge as well as the information using Adobe Flash Professional CS6. One example application in this animation is learning the national anthem for a primary education is packed with interactive animations and audio visual so hopefully learning with interactive animations optimizing students' understanding of the national anthem, the animation is accompanied by an attractive image makes learning national songs more interesting and interactive.
Deteksi Kanker Berdasarkan Klasifikasi Microarray Data Adiwijaya, Adiwijaya
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.v2i4.1043

Abstract

Cancer is one of the diseases that can cause human death in the world and become the biggest cause of death after heart disease. Therefore we need a DNA microarray technology which is used to examine how gene expression patterns change under different conditions, so that the technology is able to detect a person with cancer or not with accurate analysis. The size of the dimension in the microarray data can affect the gene expression analysis that is used to find informative genes, for that we need a good method of dimension reduction and classification so that it can get the best results and accuracy. Many techniques can be applied in DNA microarray, one of them is BPNN Back Propagation Neural Network as a classification and PCA as dimension reduction, where both have been tested in several previous studies. By applying BPNN and PCA on several types of cancer data, it was found that BPNN and PCA get more than 80% accuracy results with training time 0-4 seconds.
Penerapan Particle Swarm Optimization Pada Feedforward Neural Network Untuk Klasifikasi Teks Hadis Bukhari Terjemahan Bahasa Indonesia Ghufran, Muhammad; Adiwijaya, Adiwijaya; Al-Faraby, Said
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.
Pemanfaatan Google Formulir Sebagai Sistem Pendaftaran Anggota Pada Website Asosiasi Rahardja, Untung; Lutfiani, Ninda; Alpansuri, Mochamad Sandi
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.v2i4.789

Abstract

Indonesian private university associations still use conventional system. this can be seen there is no registration of members online and registration work and this data collection is still using file system in the form of printout form. Then performed a system of checking and inputting data. If there is an error in charging the data, then do the system repetition. Things like this are deemed very ineffective because it will cause the buildup of files. This process is the one that until now runs in the association of Indonesian private universities. Therefore, Indonesian private university associations utilize google forms to support member registration activities online on the website of Indonesian private college association. Google form is a form facility that can be used to get the data of someone either in the form of questionnaire or registration, provided google platform which can easily be used for free in Google Drive. By making observations in the form of data collection, by doing a direct observation of an existing problem, it is considered less effective and efficient in managing a member report conducted conventionally through several convoluted processes and tend to require a long time so it is less effective. So that the need for a conventional system to be online so that with the online registration is aimed to improve the effective and efficient workers in managing data collection and registration of members previously done conventionally at the association of Indonesian private universities.

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