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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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Diagnosa Penyakit Tulang Belakang Menggunakan Metode Forward Chaining dan Certainty Factor Jayanti, Riza Dwi; Rahman, Ben; Fitri, Iskandar
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 6, No 1 (2022): Januari 2022
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v6i1.3497

Abstract

In the field of medicine, especially orthopedics, there are several types of spinal diseases including scoliosis, lordosis, kyphosis, and spondylosis. Therefore, an expert system is needed to diagnose spinal diseases. Based on this problem, we performed an exponential comparison of the two hybrid methods. With the final value of the combined forward chaining & naive bayes method of 8.89, and 9.40 the highest final value of the combined forward chaining method and certainty factor. So that in this research, forward chaining and certainty factor methods are used which are designed based on a website, using Sublime Text 3 programming tools and PHP and MySQL as databases. From the results of application testing and manual calculations with 30 sample data, it was concluded that 7 users or about 23% entered the level of confidence in the possibility of developing spinal disease and 23 users or 77% of the total testing stated at the level of confidence in the probability of developing spinal disease with a value of the highest confidence of 88.5% in spondylosis disease.
Penerapan Metode Quota Based Pada Sistem Informasi Monitoring Pendistribusian Bantuan Sapi Berbasis Website Saputra, Rizki Adhi; Darusalam, Ucuk
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 6, No 1 (2022): Januari 2022
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v6i1.3520

Abstract

Cattle is one of the most livestock products in Indonesia, therefore to increase the yield of Indonesian livestock, the government has created a cattle assistance program that can help local breeders in improving the quality and commodities, especially cows, the priority of the program is local cattle to be able to compete. with other imported cattle. With this program, an application is made that can help realize the program. The application that is made is the Information System for Monitoring the Distribution of Cattle Aid where this application is devoted to monitoring all aspects related to distribution. The Information System for Monitoring the Distribution of Cattle Aid can support government programs according to the specified target. Because this government program is aid, this application will be able to accumulate distribution results so that it can be evenly distributed according to the data of prospective recipients that have been set and algorithms that help in running it. This application is a first fit algorithm that can assist in inputting and determining memory locations that can be used to accommodate and minimize fragmentation. The Cattle Assistance Distribution Monitoring Information System assists users in checking data efficiently in terms of timeliness and data accuracy. This study aims to understand the flow and use of information systems in the monitoring and distribution section, the method used to design and create an Information System application for Monitoring the Distribution of Cattle Aid is by observation and document study. The application of this information system monitoring the distribution of cattle assistance has had a good impact on the development of livestock, coupled withsophistication technological and assisted farmers in increasing input and development of livestock in the distribution sector.
Implementasi Metode Naïve Bayes Dalam Penilaian Kinerja Sales Marketing Pada PT. Pachira Distrinusa Senika, Anis; Rasiban, Rasiban; Iskandar, Dadang
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 6, No 1 (2022): Januari 2022
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v6i1.3331

Abstract

This study aims to build an information system that can support companies in making decisions, especially regarding sales assessment at PT. Pachira Distrinusa. This is motivated by the difficulty of determining whether or not a sales person deserves an efficient value, because the system is not yet computerized and employee data documents are piled up. In this study, the data used are assessment data at PT. Pachira Distrinusa and the method used is the Naïve Bayes Classifier algorithm. And to find out how well the Naïve Bayes Classifier algorithm is used in this study, the RapidMiner calculation is used to perform the test. From the test in RapidMiner, the accuracy value is 91.67% and the ROC value is 0.979, which means that the Naïve Bayes Classifier algorithm is very well used in this study. After testing using RapidMiner software and getting the test results, then it is implemented into a system using PHP and MySQL which is designed to predict sales assessments. The prediction results obtained from the system are in accordance with the calculation results obtained from RapidMiner calculations and manual calculations. Based on the research that has been done that the decision support system built can be applied to PT. Pachira Distrinusa so as to make it easier to determine the feasibility of the sales assessment at PT. Pachira Distrinusa efficiently.
Pengujian Sistem Informasi Pelayanan Desa Terhadap Kepuasan Pengguna Menggunakan Metode Webqual 4.0 Prasianto, Kornelius Reinand; Hartomo, Kristoko Dwi
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 6, No 1 (2022): Januari 2022
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v6i1.3286

Abstract

Sirembukwarga.salatiga.go.id is a website for submitting a development budget in the village and obtaining direct approval from BAPPEDA (Regional Development Planning Agency) Salatiga city. The purpose of this study was to test the village service information system on user satisfaction. Therefore, it is necessary to test the quality of the sirembukwarga.salatiga.go.id website to find out the problems experienced by users to achieve user satisfaction. Based on the existing problems, namely the appearance of the website is unresponsive, has an unattractive appearance, is less efficient, difficult to use considering that users do not understand the use of technology, so that it is difficult to convey information for users, a Village Service Information System Test is needed using the WEBQUAL 4.0 method. The initial stage of this research by testing the website, collecting data using a questionnaire to the users. The selection of respondents using the Multi Stage Random Sampling method due to data collection for several villages in the city of Salatiga. The results of data collection using a questionnaire to determine the quality of the website. The data of this study obtained a sample of 40 respondents and processed using SPSS version 25. The results of the Usability Quality and Information Quality tests do not have good quality because user satisfaction has not been met. On the other hand, Interaction Quality has good quality. This test is conducted to find out how satisfied the users are in using the services provided by the government. The results of this study indicate that the three variables tested have an influence and impact of 68.9% and are influenced by factors outside the webqual dimension of 31.1%.
Komparasi Metode K-Nearest Neighbor dan Random Forest Dalam Prediksi Akurasi Klasifikasi Pengobatan Penyakit Kutil Erdiansyah, Umri; Irmansyah Lubis, Ahmadi; Erwansyah, Kamil
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 6, No 1 (2022): Januari 2022
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v6i1.3373

Abstract

Warts are a skin health problem, usually characterized by small, rough bumps on the surface of the skin caused by a virus, known as the human papillomavirus (HPV). The common way of treating warts is with immunotherapy, which is the treatment of warts by strengthening the body's immune system. In the process of predicting and diagnosing warts, it can be done by applying Machine Learning. This study focuses on the comparison of the K-Nearest Neighbor classification method with Random Forest to see the level of accuracy in predicting the success of the treatment of warts. Data for Immunotheraphy was obtained from the UCI Machine Learning Repository with a total of 90 data records, 7 attributes and 1 attribute class. Based on the results of testing the K-Nearest Neighbor and Random Forest methods to see the accuracy of the prediction of the success of the data being tested, the results obtained are the accuracy of the KNN method of 90.00% and the Random Forest method with an accuracy of 85.50%. From the results obtained from the tests that have been carried out, it is known that the Random Forest method is a better method than K-Nearest Neighbor in predicting accuracy in the Immunotheraphy Dataset.
Audit Evaluasi Pemanfaatan Sistem Informasi Akademik di Universitas Kristen Wira Wacana Sumba Menggunakan Framework Cobit 5 Mira, Trisari D. N. B.; Sediyono, Eko; Iriani, Ade
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 6, No 1 (2022): Januari 2022
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v6i1.3334

Abstract

Wira Wacana Christian University Sumba in supporting its activities as an educational institution is required to use the Academic Information System. Having an academic information system like the web-based Ecampuz certainly requires auditing, monitoring and evaluation of its performance so that the services produced continue to show good quality. The aim of this research is to evaluate and audit system by using Cobit 5 frameworks, while testing and measuring website quality is using the Apache Jmeter tool. The Cobit5 processes used are: Risk Optimization (EDM03), Security Management (APO13), Risk Management (APO12), Change Management (BAI06), Operations Management (DSS01), Service Requests (DSS02), Troubleshooting (DSS03), Security Services (DSS05), Work Monitoring and Evaluation (MEA01), Internal Control of Monitoring and Evaluation (MEA02). Gap analysis and Maturity Level are aimed at obtaining Audit results with good maturity. The results obtained from the average value based on the gap analysis of 10 Cobit5 processes is 1.2 and the Apache Jmeter test shows throughput of 101.746/minute and Deviation is 3671.
Penerapan Metode Dempster Shafer Pada Sistem Pakar Diagnosa Penyakit Usus Halus Nugroho, Fifto; Bani, Alexius Ulan
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 6, No 1 (2022): Januari 2022
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v6i1.3468

Abstract

The small intestine is a food processing factory where nutrients are digested and absorbed completely when the small intestine is in good condition. However, many of us have an unhealthy small intestine, so the small intestine does not function properly. Health problems in the small intestine can occur from different factors such as the most dominant factor is food and drink, health awareness is still low, the habit of always wanting to live a practical life and lack of knowledge of healthy living and little knowledge about the problem of early symptoms of a disease. which is the main factor in treating the disease so that it becomes severe. If the patient is late in receiving information about his illness, the patient will be treated by the doctor too late. The doctor's knowledge can be implemented in an expert system system. The expert system method used to find diagnostic confidence uses the Dempster Shafer method. With the aim of making it easier for the public to find out what small intestine they suffer from and be able to check them early. Where the method of finding diagnostic confidence uses the Dempster Shafer method where the final result of this study produces an accurate diagnosis with a sample of symptom data used by 32% with Dianoses are less likely to suffer from Small Intestine Tract Blockage yang selalu ingin menjalani hidup secara praktis, serta cara berpikir yang cenderung mengarah pada kehidupan yang tidak sehat, dan gejala awal penyakit. merupakan bagian dari faktor. sakit.
Sistem Peringatan Dini Kebakaran Dengan Flame Sensor dan Arduino Uno R3 Aldisa, Rima Tamara; Karel, Fhizyel Nazareta; Aldinugroho, Mohammad
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 6, No 1 (2022): Januari 2022
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v6i1.3499

Abstract

An incident that is unpleasant to hear is that one fire or one in an office building is an omission of human error, caused by cigarette residue, due to LPG gas at home, or a short circuit of electric current that causes a fire and propagates. The level of losses and costs incurred by a fire incident is certainly very large. Fires that occur can be overcome, minimized, and the cost of losses that occur if we know the situation in advance and early on. For this purpose, an intelligent raft device is needed which makes a sound or full sound that there is a fire in the building. to us that there has been a fire in a room or in a public place early so that then designed a tool that can be easily reached and easy to use to prevent fires. Namely designing a fire warning system with a fire sensor and Arduino uno based on the Internet of Things by emitting a sound or sound like an alarm if it detects a fire or smoke near the device at a distance of 20cm to 250cm. This tool is very useful for laboratories because there are many personal computers inside. laboratory and the number of cables that occur in short circuits, the authors want to design and make this tool can be used in the laboratory The device to be built uses a flame sensor and uses a buzzer to make a sound.
Analisa UI/UX Terhadap Perancangan Website Laundry dengan Metode Human Centered Design dan User Experience Questionnaire Salsabilah, Salsabilah; Wahyuddin, Moh. Iwan; Sari, Ratih Titi Komala
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 6, No 1 (2022): Januari 2022
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v6i1.3547

Abstract

The development of information technology today has developed very rapidly where in its development can help people from all walks of life in doing anything, one of which is in the laundry service business sector.  My laundry is one of the businesses that offer Laundry services that provide kiloan washingservices. In My laundry  In doing data collection or recording my laundry data still does manually. In  solving the problems that occur in my laundry system the solution is to apply an information technology system that uses a website. In a design of user interface and user experience can be used as basic things in the creation of a website. In conducting  analysis and design of user interface and user experience  using the Human Centered Design (HCD) approach and user experience questionnaire (UEQ) method is expected to provide conveniencefor users of the website
Model Pengetahuan Berbasis Ontologi pada Domain Big Data di Perguruan Tinggi Fahmi, Yunizar; Fudholi, Dhomas Hatta
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 6, No 1 (2022): Januari 2022
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v6i1.3424

Abstract

The big data phenomenon is also having an impact on the higher education sector. The readiness of education sector is non-negotiable for the face of the big data era so that organizations are able to adapt. Thus, knowledge to utilize big data needs to be owned by higher education institutions in order to innovate. Basically, there are quite a lot of studies that produce models as knowledge to take advantage of big data. However, reviewing the research that has been done previously, it is also necessary to conduct research that discusses the development of models to represent knowledge about big data analytics in higher education institutions. Knowledge that has been represented as a knowledge model can then be interpreted and stored as a knowledge base in a knowledge management system so that knowledge can be managed and utilized better. Based on these problems, ontology can be used to model knowledge. This research will develop an ontology-based knowledge model related to the use of big data in the education sector, especially higher education based on the concepts of analytics, data sources, and platforms. The ontology modeling process in this study is divided into 3 (three) phases: 1) Conceptualization; 2) Implementation; and 3) Evaluation. Based on the evaluation results of ontology measurements using schema metrics, the RR (Relationship Richness) value is 0.62, meaning that the ontology model contains a variety of information; the IR (Inheritance Richness) value is 1.78, meaning that the ontology model belongs to a fairly specific category, and the AR (Attribute Richness) value is 0.06, meaning that the information contained can be improved further. Based on the results of the query test analysis, the ontology is considered capable of retrieving the knowledge stored in it accurately based on validation that adjusts the query results with the ontology.

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