JURNAL MEDIA INFORMATIKA BUDIDARMA
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)
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<![CDATA[Komparasi Information Gain, Gain Ratio, CFs-Bestfirst dan CFs-PSO Search Terhadap Performa Deteksi Anomali ]]>
<![CDATA[Kurniabudi Kurniabudi]]>;
<![CDATA[Abdul Harris]]>;
<![CDATA[Albertus Edward Mintaria]]>
<![CDATA[ JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 5, No 1 (2021): Januari 2021 ]]>
Publisher : <![CDATA[STMIK Budi Darma ]]>
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DOI: 10.30865/mib.v5i1.2258
<![CDATA[Large data dimensionality is one of the issues in anomaly detection. One approach used to overcome large data dimensions is feature selection. An effective feature selection technique will produce the most relevant features and can improve the classification algorithm to detect attacks. There have been many studies on feature selection techniques, each using different methods and strategies to find the best and relevant features. In this study, a comparison of Information Gain, Gain Ratio, CFs-BestFirst and CFs-PSO Search techniques was compared. The selection features of the four techniques were further validated by the Naive Bayes classification algorithm, k-NN and J48. This study uses the ISCX CICIDS-2017 dataset. Based on the test results the feature selection techniques affect the performance of the Naive Bayes algorithm, k-NN and J48. Increasingly relevant and important features can improve detection performance. The test results also show that the number of features influences the processing / computing time. CFs-BestFirst produces a smaller number of features compared to CFs-PSO Search, Information Gain and Gain Ratio so it requires lower processing time. In addition, k-NN requires a higher processing time than Naive Bayes and J48]]>
<![CDATA[Analisis Kinerja Support Vector Machine dalam Mengidentifikasi Komentar Perundungan pada Jejaring Sosial ]]>
<![CDATA[Ade Clinton Sitepu]]>;
<![CDATA[Wanayumini Wanayumini]]>;
<![CDATA[Zakarias Situmorang]]>
<![CDATA[ JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 5, No 2 (2021): April 2021 ]]>
Publisher : <![CDATA[STMIK Budi Darma ]]>
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DOI: 10.30865/mib.v5i2.2923
<![CDATA[Cyberbullying is the same as bullying but it is done through media technology. Bullying has often occurred along with the development of social media technology in society. Some technique are needed to filter out bully comments because it will indirectly affect the psychological condition of the reader, morover it is aimed at the person concerned. By using data mining techniques, the system is expected to be able to classify information circulating in the community. This research uses the Support Vector Machine (SVM) classification because the algorithm is good at performing the classification process. Research using about 1000 dataset comments. Data are grouped manually first into the labels "bully" and "not bully" then the data divide into training data and test data. To test the system capability, data is analyzed using confusion matrix. The results showed that the SVM Algorithm was able to classify with an level of accuracy 87.75%, 89% precision and 91% Recal. The SVM algorithm is able to formulate training data with level of accuracy 98.3%]]>
<![CDATA[Implementasi API pada Aplikasi Al-Qur'an Berbasis Android dengan Metode UCD ]]>
<![CDATA[Ira Purnama Sari]]>;
<![CDATA[Iwan Purnama]]>;
<![CDATA[Ali Akbar Ritonga]]>
<![CDATA[ JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 5, No 2 (2021): April 2021 ]]>
Publisher : <![CDATA[STMIK Budi Darma ]]>
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DOI: 10.30865/mib.v5i2.2913
<![CDATA[Al-Qur'an is a source and argument for Islamic law, kalam experts, science experts and not only books that speak Arabic and read worship, but also contain scientific value and become a life guide for the development of human cultural reason. especially Muslims. The purpose of this research is to implement the API in the Al-Quran application based on Android and the method used by UCD (User Centered Design). An API is a set of program instructions that are used to build a software application, by providing functions and commands in a language that is easy for the programmer to understand. UCD (User Centered Design) is a design philosophy that places the user at the center of a systems development process. The results showed that an Android-based Al-Qur'an application was in accordance with the needs of the user and the average test results shared with users was 81.25%]]>
<![CDATA[Penerapan Metode Single Exponential Smoothing Untuk Analisa Peramalan Penjualan ]]>
<![CDATA[Agustinus Budi Santoso]]>;
<![CDATA[Matheus Supriyanto Rumetna]]>;
<![CDATA[Kristy Isnaningtyas]]>
<![CDATA[ JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 5, No 2 (2021): April 2021 ]]>
Publisher : <![CDATA[STMIK Budi Darma ]]>
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DOI: 10.30865/mib.v5i2.2951
<![CDATA[Pharmacies are part of the distribution category of drug sales and purchases. The demand for drugs becomes a focal point in the distribution of customers to drugs. Employees act to prepare and record drug purchase orders for the following month. The activity of sorting the available and unavailability of drug supply data often takes a long time. Exponential smoothing method is a method of forecasting moving averages by providing easy-to-analyze weighting. Time series sales data with Exponential Smoothing forecasting method is expected to be able to handle optimal inventory for controlling drug stock inventory. The use of data for the last 6 months as reference data for recording the past for forecasting experiments for the next 3 months. Experiments with different Alpha tests for accuracy in real life. The results of the experiment with alpha 0.3 are close to the real value in forecasting the next 3 months.]]>
<![CDATA[Implementasi Algoritma Dijkstra untuk Pencarian Rute Terpendek Menuju Rumah Sakit pada Aplikasi C-Hos (Covid-19 Hospital) ]]>
<![CDATA[Muhammad Taufiq Ismail]]>;
<![CDATA[Septi Andryana]]>;
<![CDATA[Aris Gunaryati]]>
<![CDATA[ JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 5, No 3 (2021): Juli 2021 ]]>
Publisher : <![CDATA[STMIK Budi Darma ]]>
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DOI: 10.30865/mib.v5i3.3077
<![CDATA[Exactly on March 2, 2020, the corona virus (Covid-19) entered Indonesia. In Jakarta, there were 445,302 positive cases of Covid-19 as of June 12, 2021. The government itself has appointed Wisma Athletes as an emergency corona hospital and there are also several hospitals in Jakarta to serve as COVID-19 referral hospitals However, many people do not know the referral hospital for COVID-19. This is very unfortunate, because at any time people or residents who have shown symptoms of Covid-19 can immediately come to the nearest Covid-19 referral hospital. From this problem, an Android-based C-Hos (Covid-19 Hospital) application was created by applying the Dijkstra Algorithm to search for the shortest route to the covid-19 referral hospital. Based on the results of testing 20 times, the accuracy of the shortest route to the Covid-19 referral hospital on the C-Hos application is 100%.]]>
<![CDATA[Pengembangan Sistem Informasi Tracer Study Berbasis User Centered Design (UCD) Menggunakan Framework Laravel ]]>
<![CDATA[Alvira Karisma Putri]]>;
<![CDATA[Magdalena Ariance Ineke Pakereng]]>
<![CDATA[ JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 5, No 3 (2021): Juli 2021 ]]>
Publisher : <![CDATA[STMIK Budi Darma ]]>
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DOI: 10.30865/mib.v5i3.3033
<![CDATA[This research is entitled Implementation of the Laravel Framework in the Development of a Website-Based Tracer Study System. There are also cases that are raised in this research which is the system used is very simple and still uses Google Forms, the system is still uncomfortable because anyone can fill in the Tracer Study form and the information on the Tracer Study is only owned by the Deputy Dean. The purpose of this research is to create a website-based Tracer Study data system using the Laravel framework, which is useful for helping the SWCU FKIP in gathering Alumni information. The procedure used in this research is field research and development procedures using the User Centered Design method. To overcome this problem, the authors improve the Tracer Study system in FKIP by using a Laravel framework and creating a login as system security. The result of this research is the creation of a Tracer Study data system that can facilitate information gathering and can be accessed by Faculty Leaders and Lecturers]]>
<![CDATA[Implementasi Packet Filtering Menggunakan Metode Extended Access Control List (ACL) Pada Protokol EIGRP ]]>
<![CDATA[Muhammad Hafizhan]]>;
<![CDATA[Moh Iwan Wahyuddin]]>;
<![CDATA[Ratih Titi Komalasari]]>
<![CDATA[ JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 4, No 1 (2020): Januari 2020 ]]>
Publisher : <![CDATA[STMIK Budi Darma ]]>
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DOI: 10.30865/mib.v4i1.1926
<![CDATA[Maintaining security aspects is important for managing network performance so that it can provide optimal services for its users. The difficulty of managing data transmission on a local network (LAN) between two or more divisions, without disrupting data traffic on other divisions, is a major problem for companies. One effort that can be done is to implement an extended access list which is one part of the Access Control List (ACL) method. The extended ACL will be used as packet filtering for each workspace, such as the employee workspace and the manager's workspace. ACL will later run on the EIGRP protocol. the EIGRP protocol will be tested with delay parameters, and the results obtained that by applying the ACL method on EIGRP can provide the availability of networks that have smaller delays with an average of 90.4 ms.]]>
<![CDATA[Analisis Pengaruh Sosial CRM Terhadap Loyalitas Customer Pada Layanan Pengguna Aplikasi DANA ]]>
<![CDATA[Ali Ibrahim]]>;
<![CDATA[Oktrioka Gisbu]]>;
<![CDATA[Erinne Rizky Salsadila]]>;
<![CDATA[Rahmat Fitra Arkamil]]>;
<![CDATA[M Aditya Wijaya]]>;
<![CDATA[M Hafadz Raihan]]>
<![CDATA[ JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 6, No 2 (2022): April 2022 ]]>
Publisher : <![CDATA[STMIK Budi Darma ]]>
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DOI: 10.30865/mib.v6i2.3531
<![CDATA[DANA application is one of the digital wallet applications which of course has a function as a tool for making payments. Funds can be used by all ages, besides that, funds are also very much needed today as a digital wallet. Transactions using Dana can be done anywhere, such as shops, restaurants, or online shopping payments. With the development of information technology, Dana is required to always provide services that can complete online transactions. Digital or online transactions have become a part of modern society's life. A good application is an application that can make users satisfied with the services provided because that is the purpose of the Fund Application. The research methodology used is a quantitative survey research method that describes the causal relationship and the effect that occurs between the existing variables using hypothesis testing. Customer Relationship Management (CRM) is a strategy used to analyze data, consolidate, and also obtain data which is then used to interact with customers (Dana application users), with this it will produce a comprehensive view of customers and customer satisfaction on Application services. Fund.]]>
<![CDATA[Pemodelan Unified Modeling Language Sistem Informasi Enterprise Resource Planning ]]>
<![CDATA[Fatmasari Fatmasari]]>;
<![CDATA[Siti Sauda]]>
<![CDATA[ JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 4, No 2 (2020): April 2020 ]]>
Publisher : <![CDATA[STMIK Budi Darma ]]>
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DOI: 10.30865/mib.v4i2.2022
<![CDATA[Modeling is one of the techniques used to describe how information systems will be created and produced. Modeling itself can be used as a reference in the process of developing information systems to suit user needs. One modeling technique that is often used is to use a unified modeling language (UML). Modeling techniques with UML are able to describe various features of information systems. for this reason, in this research a model for the PTPN VII enterprise resource planning (ERP) information system is used as an initial step in fulfilling information management needs. the use of modeling itself is an initial implementation of information technology and information systems in a corporate environment, especially PTPN VII. The results of modeling have been done using three types of diagrams in UML as a reference in the development of structure diagrams created using class diagrams, behavior diagrams created using use case diagrams, and interaction diagrams created using activity diagrams. The results of the modeling have also been implemented in the form of a prototype of the information system so as to provide a clear picture for interested parties if the development of enterprise resource planning (ERP) information systems, especially in the PTPN VII environment. The information system prototype can also describe the initial forms for stakeholders if changes are to be made]]>
<![CDATA[Integration of Design Thinking and Scrum in Development of Retail Marketplace Website ]]>
<![CDATA[Ivan Naufal Islami Al-Faridzqi]]>;
<![CDATA[Eko Darwiyanto]]>;
<![CDATA[Jati Hiliamsyah Husen]]>
<![CDATA[ JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 6, No 1 (2022): Januari 2022 ]]>
Publisher : <![CDATA[STMIK Budi Darma ]]>
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DOI: 10.30865/mib.v6i1.3370
<![CDATA[In traditional retail, change and adaptation are necessary for existing developments not to be left behind. In Indonesia, Usaha Kecil Menengah (UKM) can adapt to the help of technological developments. The development in UKM occurs about 12%. Based on these problems, the development of marketplace websites is aimed at UKM businesses marketing their products by utilizing technology. The software development process is needed to develop a website marketplace that suits the market and user needs. Therefore, this study applies design thinking integrated with scrum in the development of website marketplace for retail aims to understand the influence and usefulness of integration in the software development process. The usability measurement with the metric system usability scale (SUS) obtained an average value from SUS of 71.5. The average performance velocity of the team got an average value of 14 points which means in one sprint. Team can ideally complete the point by the average of those points. It can be concluded that design thinking and scrum can be the right combination to create a product based on existing problems by finding the right solution and realizing the solution quickly.]]>
