{"title":"SIMULASI NDN MENGGUNAKAN NDNSIM PADA JARINGAN INTRANET KAMPUS TEKNOLOGI INFORMASI FAKULTAS TEKNIK UNIVERSITAS UDAYANA","authors":"I. A. Pratama, Mohammad Ernico Suryo Wicaksono","doi":"10.31598/jurnalresistor.v2i2.330","DOIUrl":"https://doi.org/10.31598/jurnalresistor.v2i2.330","url":null,"abstract":"NDN (Named Data Networking) is one of today's internet technologies with identifier of the packet is given in the form of a content name, not a source or destination address. Such properties make NDN have a new forwarding mechanism and different from host to host (IP-based) network architecture. Utilization of this new technology is usually incomplete or there is a need for simulations for initial testing and testing. This paper will discuss about NDN simulation. The simulation will be done using ndnSIM, an open source simulator and testing was performed at Information Technology Campus, Faculty of Engineering, Udayana University’s intranet.","PeriodicalId":164171,"journal":{"name":"Jurnal RESISTOR (Rekayasa Sistem Komputer)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129222734","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"KLASIFIKASI PENGENALAN BUAH MENGGUNAKAN ALGORITMA NAIVE BAIYES","authors":"Arif Saputra","doi":"10.31598/jurnalresistor.v2i2.434","DOIUrl":"https://doi.org/10.31598/jurnalresistor.v2i2.434","url":null,"abstract":"Manually sorting varieties of apples result in high costs, subjectivity, boredom, and inconsistencies associated with humans. A means is needed to distinguish between types of apples and, therefore, some reliable techniques are necessary to identify varieties quickly and without damage. The purpose of conducting research is to investigate the application and performance for Naive Bayes algorithm for apple varieties. This software methodology involves image acquisition, preprocessing, segmentation and analysis classification varieties for apple. The prototype of Apple's classification system was built using the MATLAB R2017 development platform environment. The results in this study indicate that the estimated average accuracy, sensitivity, precision, and specificity are 81%, 73%, 100%, and 70%, respectively. MLP-Neural shows that performance of the Naive Bayes technique is consistent with Principal, Fuzzy Logic, and Neural analysis with 89%, 91%, 87%, and 82% respectively in terms of accuracy. This study shows that Naif Bayes has excellent potential for identifying nondestructive and accurate apple varieties.","PeriodicalId":164171,"journal":{"name":"Jurnal RESISTOR (Rekayasa Sistem Komputer)","volume":"122 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128016854","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"MODEL ALGORITMA RESILIENT BACKPROPAGATION DALAM MEMPREDIKSI EKSPOR BIJIH COKLAT MENURUT NEGARA TUJUAN UTAMA DALAM MENDORONG LAJU PERTUMBUHAN EKONOMI","authors":"Sundari Retno Andani Neno, Rafiqa Rafiqa, Solikhun Lihun","doi":"10.31598/jurnalresistor.v2i2.383","DOIUrl":"https://doi.org/10.31598/jurnalresistor.v2i2.383","url":null,"abstract":"The purpose of this study predicts the export of brown ore according to the country the main objective in driving the pace of economic growth. Cocoa beans including plantation products are exported and are very profitable for Indonesia. However, the quality of cocoa beans exported by Indonesia is known to be low. The low quality of Indonesian cocoa is due to several reasons, including rare Indonesian cocoa beans which are fermented first. Indonesia is an exporter of cocoa beans. The government must be able to predict brown ore exports in the future so that the government can take steps or policies on how to make reliable strategies in an effort to increase the export of brown ore in the future. Backpropagation is one of the ANN models that has the ability to get a balance between the ability of the network to recognize patterns used during training and the ability of the network to respond correctly to input patterns that are similar (but not the same) to the patterns used during training. After a training experiment and testing of architectural models 12-4-1, 12-8-1, 8-12-1, and 8-16-1, the best architectural model was 12-12-1 with 100% accuracy.","PeriodicalId":164171,"journal":{"name":"Jurnal RESISTOR (Rekayasa Sistem Komputer)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128605246","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"ANALISA MANAGEMENT SISTEM PADA UNIVERSITAS MENGGUNAKAN COBIT","authors":"Rizky Nugroho","doi":"10.31598/jurnalresistor.v2i2.433","DOIUrl":"https://doi.org/10.31598/jurnalresistor.v2i2.433","url":null,"abstract":"In an environment where improvement initiatives are commonly run out simultaneously in all different parts of the system, many applied sciences are employed to address organizational problems. This results in competition between various departments within the same organization for infrastructure support, compliance needs, resource requirements, etc., and an inevitable waste of costs occur due to overlapping efforts, eroding the main objective of most organizations, namely cost reduction. This trouble can be abridged if the section works together to handle the landscape when it comes to implementing several technologies and processing models simultaneously. Furthermore, systems are required to possess a thoroughgoing discernment of the chosen IT framework and best exercises for carrying out this framework simultaneously. A common idea in all case studies is the behavioral challenges regarding resistance from employees. It has handled by appropriate change management. Another typical behavior is that all organizations only implement features of the IT framework that they consider more important rather than performing an IT framework holistically. Recommendations based on these key findings have been included in the mix of existing best practices meant to lead to the academic community.","PeriodicalId":164171,"journal":{"name":"Jurnal RESISTOR (Rekayasa Sistem Komputer)","volume":"102 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134210351","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"PENANGANAN DATA MISSING VALUE PADA KUALITAS PRODUKSI JAGUNG DENGAN MENGGUNAKAN METODE K-NN IMPUTATION PADA ALGORITMA C4.5","authors":"Mochammad Lutfi, M. Hasyim","doi":"10.31598/jurnalresistor.v2i2.427","DOIUrl":"https://doi.org/10.31598/jurnalresistor.v2i2.427","url":null,"abstract":"Corn is a staple crop for Indonesian people because most of his life is from the agriculture sector. To increase the productivity of corn, another thing to be aware of is looking at the quality of the corn products. Through empirical observation and observation, research explores and extracts data through the concept of data mining so that neglected data becomes useful. Thus determining the quality of corn production is an important task to help the farmers in determining the classification process. Missing value is a problem in maintaining a quality data. Missing value can be caused by several things, one of which is caused by an error at the time of data entry. Missing value will be a problem when the amount of data in large quantities, so it is very influential in the survey results. Therefore on this research proposed K-NN imputation method to handle missing value data. The results showed the accuracy of the C 4.5 algorithm classification process on the corn production dataset that experienced a missing value accuracy value of 92.90%. Whereas if done with special handling using the method K-NN imputation on the handling process missing value best value at k = 5 of 94.50% with this that the proposed method increases significantly.","PeriodicalId":164171,"journal":{"name":"Jurnal RESISTOR (Rekayasa Sistem Komputer)","volume":"88 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126199838","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"RANCANG BANGUN ALAT KONVEYOR UNTUK SISTEM SOLTIR BARANG BERBASIS MIKROKONTROLER ARDUINO UNO","authors":"I. M. N. Arijaya","doi":"10.31598/jurnalresistor.v2i2.363","DOIUrl":"https://doi.org/10.31598/jurnalresistor.v2i2.363","url":null,"abstract":"Expedition delivery of goods very much Prepared by the people of Indonesia. in freight forwarding services in Indonesia has several expeditions in existence. One of them expedition TIKI, on TIKI expedition do sorting of goods which will be thrown to courier by way of worker will estimate width, height and weight of the goods. In this study made Conveyor Tool For System Sort Item that use arduino uno with load cell sensor and utrasonik sensor. On wide readings using two ultrasonic sensors that are placed on the outside of the place. And using one ultrasonic sensor measuring height and one heavy cell sensor load. At the same time in places where the sensor will read and afterwards the items will be brought by the conveyor and bar to the specified place. From the results of the study of goods in the pilah and take appropriate kereteria in the set.","PeriodicalId":164171,"journal":{"name":"Jurnal RESISTOR (Rekayasa Sistem Komputer)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133312921","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"PERANCANGAN DESAIN RUANGAN DATA CENTER MENGGUNAKAN STANDAR TIA-942","authors":"I. Putra, Made Dona Wahyu Aristana","doi":"10.31598/JURNALRESISTOR.V2I1.370","DOIUrl":"https://doi.org/10.31598/JURNALRESISTOR.V2I1.370","url":null,"abstract":"The rapid development of information systems has an impact on increasing data storage and processing needs. Data center is a facility that consists of computer networks and storage used by other businesses or organizations to organize, process, store and disseminate large amounts of data. Data center UPT SIMJAR STIKI Indonesia has a small size of computer room, without backup power supply, space construction and security systems that are not ideal. As a result of these conditions, the process of service activities of UPT SIMJAR was disrupted. To overcome this problem, it is necessary to standardize the data center so that good data center criteria are formed, namely availability, scalability / flexibility and security. The method carried out in this design is to analyze the requirements listed in the TIA-942 standard, and proceed with the design in accordance with the required criteria. The purpose of this research is to produce a data center design that complies with the TIA-942 standard for UPT SIMJAR STIKI Indonesia.","PeriodicalId":164171,"journal":{"name":"Jurnal RESISTOR (Rekayasa Sistem Komputer)","volume":"22 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131205227","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Enjelica Rumapea, Bintang Bestari, Joose Andar Laidin Manurung, H. Handrizal, S. Solikhun
{"title":"ALGORITMA BACKPROPAGATION DALAM MEMPREDIKSI JUMLAH KENDARAAN BERMOTOR YANG MEMBAYAR PAJAK MENURUT JENIS KENDARAAN DI KABUPATEN BATUBARA","authors":"Enjelica Rumapea, Bintang Bestari, Joose Andar Laidin Manurung, H. Handrizal, S. Solikhun","doi":"10.31598/JURNALRESISTOR.V2I1.357","DOIUrl":"https://doi.org/10.31598/JURNALRESISTOR.V2I1.357","url":null,"abstract":"Tax is a source of funds for the state to overcome various problems such as social problems, improving welfare, prosperity of its people. In the Batubara district itself, the number of receipts of Motor Vehicle Taxes and the development of the number of motorized vehicles have increased but not offset by awareness of taxpayers, this is reflected in the amount of arrears and considerable fines at the Coal Samsat Office. Looking at these problems, a method that is effective in estimating the number of vehicles paying taxes in the Batubara district is needed. The data used is data from the Regency Statistics Agency. Coal through the website www.batubarakab.bps.go.id. The data is the number of motorized vehicles that pay taxes in the Coal district in the period of 2012 to 2017. The algorithm used in this study is Artificial Neural Networks with the Backpropagation method. Input variables used are 2012 data (X1), 2013 data (X2), 2014 data (X3), 2015 data (X4), 2016 data (X5) and 2017 data as targets with models training and testing architecture of 4 architectures namely 4-4-1, 4-8-1, 4-16-1, 4-32-1. The resulting output is the best pattern of ANN architecture. The best architectural model is 4-8-1 with epoch 3681, MSE 0.009744 and 100% accuracy. So that the prediction of the number of motorized vehicles that pay taxes is obtained in Batubara district.","PeriodicalId":164171,"journal":{"name":"Jurnal RESISTOR (Rekayasa Sistem Komputer)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125768693","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Lisa Andrianti Opusunggu, M. Ilham, P. Sari, M. R. Lubis, S. Solikhun
{"title":"PEMILIHAN NASABAH PENERIMA HADIAH DOORPRIZE MENGUNAKAN METODE PROMETHEE (STUDI KASUS BANK SYARIAH MANDIRI KANTOR CABANG PEMATANGSIANTAR)","authors":"Lisa Andrianti Opusunggu, M. Ilham, P. Sari, M. R. Lubis, S. Solikhun","doi":"10.31598/JURNALRESISTOR.V2I1.354","DOIUrl":"https://doi.org/10.31598/JURNALRESISTOR.V2I1.354","url":null,"abstract":"Doorprize is a gift given by the Bank Syariah Mandiri Brands Office Pematangsiantar for free through a lottery because of the amount of nominal value of saving for one month and the transactions made both in payment of shopping and so on and also a sign of memories in an event. A Doorprize wiil be highly anticipated by somenone because sometimes the Doorprize is very large. Therefore, here the author chooses the Promethee method to determine the selection of Doorprize. So here is the aim of attracting balances, savings and other transaction.","PeriodicalId":164171,"journal":{"name":"Jurnal RESISTOR (Rekayasa Sistem Komputer)","volume":"102 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128896635","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"ANALISIS KINERJA INTERNET OF THINGS BERBASIS FIREBASE REAL-TIME DATABASE","authors":"I. N. B. Hartawan, I. W. Sudiarsa","doi":"10.31598/JURNALRESISTOR.V2I1.371","DOIUrl":"https://doi.org/10.31598/JURNALRESISTOR.V2I1.371","url":null,"abstract":"Internet of Things (IoT) technology makes it possible to monitor and control environmental conditions and electronic devices remotely via the internet. To be used as a monitoring and control tool, the IoT must be able to be operated in realtime. IoT must be able to provide information about an environmental condition and control electronic devices in real time. In this study a remote lighting control system was built using Firebase as a database that is able to turn on/off lights in realtime. The system is built using NodeMCU ESP8266 and android applications so that it is easier to implement on smartphones. The purpose of this study is to perform a performance analysis of firebase as a database that is able to update data in real time via the internet. Testing is done using various types of network connections such as 3G networks, 4G networks, and Local Area Networks (LANs). The test results show that Firebase supports the application of IoT that is capable of updating data in realtime, but the type of network connection used provides a varied delay effect. The average delay generated on 3G networks, 4G networks and LANs is 3.57 seconds, 1.42 seconds and 1.4 seconds.","PeriodicalId":164171,"journal":{"name":"Jurnal RESISTOR (Rekayasa Sistem Komputer)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121922804","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}