METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi最新文献

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SISTEM PREDIKSI RASA BUAH JERUK MENGGUNAKAN METODE k-NEAREST NEIGHBOR 柑橘的味道预测系统使用的是k-NEAREST方法
METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi Pub Date : 2021-09-10 DOI: 10.46880/mtk.v7i2.457
A. Abdullah, Kurnia Sandi
{"title":"SISTEM PREDIKSI RASA BUAH JERUK MENGGUNAKAN METODE k-NEAREST NEIGHBOR","authors":"A. Abdullah, Kurnia Sandi","doi":"10.46880/mtk.v7i2.457","DOIUrl":"https://doi.org/10.46880/mtk.v7i2.457","url":null,"abstract":"Every buyer always wants to get a good product, including in terms of buyers of citrus fruits, but many buyers do not know how to choose sweet oranges if they have not been tested first, so buyers usually experience disappointment when buying citrus fruits. The purpose of this study is to assist buyers in choosing citrus fruits, the k-NN method in identifying the taste of citrus fruits. The results of testing with the k-fold cross-validation method obtained a value of 96.55%, while testing with the holdout method obtained a value of 91.67%. The benefit of this research is that by using the application that was built, buyers can predict the taste of citrus fruits without having to taste them first.","PeriodicalId":384219,"journal":{"name":"METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126888560","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}
引用次数: 0
DETEKSI JUMLAH KENDARAAN DENGAN ALGORITMA GAUSSIAN MIXTURE MODEL DI AREA JALAN RAYA
METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi Pub Date : 2021-03-10 DOI: 10.46880/mtk.v7i1.258
Iklillurofi Akbar Nafiudin, Amikom Yogyakarta, Rahmat Hidayat, Ajeng Mustika Putri, Ahfas Reza Maulana
{"title":"DETEKSI JUMLAH KENDARAAN DENGAN ALGORITMA GAUSSIAN MIXTURE MODEL DI AREA JALAN RAYA","authors":"Iklillurofi Akbar Nafiudin, Amikom Yogyakarta, Rahmat Hidayat, Ajeng Mustika Putri, Ahfas Reza Maulana","doi":"10.46880/mtk.v7i1.258","DOIUrl":"https://doi.org/10.46880/mtk.v7i1.258","url":null,"abstract":"Road safety monitoring systems are developing at this time. The transportation sector is the object of research that continues to be developed and is always an interesting topic. Not only for security purposes and for statistical purposes for the road widening process that supports road user infrastructure, but the detection system is also useful for sales marketing statistics. In this research, propose a vehicle detection system that is useful for widening roads in a certain area or area so that it can reduce traffic congestion and accident rates. The proposed Gaussian Mixture Model method has several weaknesses, such as errors in background substitution with vehicles and failing to distribute the background with vehicle shadows. However, using morphological operations can overcome these problems. The results show a fairly good level of accuracy from the proposed method. It is only less effective when using video objects with poor lighting or at night because in the blob analysis process the detected vehicle objects do not match the actual object. But if the traffic flow is smooth and unidirectional, the proposed method is still acceptable.","PeriodicalId":384219,"journal":{"name":"METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122393905","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}
引用次数: 0
AUDIT TEKNOLOGI INFORMASI DENGAN COBIT PADA SISTEM INFORMASI UNIVERSITAS METHODIST INDONESIA 用COBIT对印尼大学卫理公会信息系统进行信息技术审计
METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi Pub Date : 2021-03-10 DOI: 10.46880/mtk.v7i1.11
Darwis Robinson Manalu
{"title":"AUDIT TEKNOLOGI INFORMASI DENGAN COBIT PADA SISTEM INFORMASI UNIVERSITAS METHODIST INDONESIA","authors":"Darwis Robinson Manalu","doi":"10.46880/mtk.v7i1.11","DOIUrl":"https://doi.org/10.46880/mtk.v7i1.11","url":null,"abstract":"Improving services in all fields in higher education is the main choice because it is closely related to stakeholder satisfaction, especially in the academic field. Information technology used in managing activities will determine the desired process and output. So it is necessary to evaluate and audit information technology to determine the achievement of performance or productivity. Universitas Methodist Indonesia has implemented Information Technology in managing academic activities ranging from new student registration to student graduation, lecturer and staff activities, research activities, and community service. COBIT is one of the tools used in auditing information systems and information technology. The audit is carried out on human resources related to system and technology management involving the Head of the Data Processing Center, Head of Administration and Information Services, Head of System Development Affairs, and Implementing Staff. To obtain data by making a questionnaire given to the audited party. From the test results on the effectiveness of the control, there is already a running control, namely PO8.1. Quality Management System, PO8.4. Customer Focus, PO8.5 Continuous Improvement, and PO8.6 Quality Measurement, Monitoring and Review, DS5.9. Malicious Software Prevention, Detection, and Correction need to be improved and continuously. Then the level of performance of the Detailed Control Objective (DCO) in the third party service management process still tends to be lacking and still needs to be improved, with the average performance value in the third party service management process being 1.5.","PeriodicalId":384219,"journal":{"name":"METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126811962","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}
引用次数: 1
SIMULASI PENDETEKSI KELEMBABAN PADA TANAH MENGGUNAKAN SENSOR DHT22 DENGAN PROTEUS 土壤检测湿气模拟使用DHT22传感器与PROTEUS
METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi Pub Date : 2021-03-10 DOI: 10.46880/mtk.v7i1.260
Ahmad Roihan, Adi Mardiansyah, Adlan Pratama, Akmal Ardhi Pangestu
{"title":"SIMULASI PENDETEKSI KELEMBABAN PADA TANAH MENGGUNAKAN SENSOR DHT22 DENGAN PROTEUS","authors":"Ahmad Roihan, Adi Mardiansyah, Adlan Pratama, Akmal Ardhi Pangestu","doi":"10.46880/mtk.v7i1.260","DOIUrl":"https://doi.org/10.46880/mtk.v7i1.260","url":null,"abstract":"This study aims to provide convenience for farmers and orchid lovers. Because giving water to orchid plants requires special attention if the orchid plant has too much water at the time of watering, the orchid plant cannot grow optimally and vice versa, if the orchid plant at the time of watering, the orchid plant lacks water then the orchid plant does not grow optimally, This tool uses a DHT22 sensor. Answering this problem, the researchers created an automatic orchid sprinkler with a DHT 22 sensor. The DHT22 sensor was chosen over the DHT11 sensor because it has a wide measurement range, namely 0 to 100% for humidity and -40 degrees Celsius to 125 degrees Celsius for temperature. This sensor also has a high-accuracy digital output. DHT 22 requires a supply voltage of 2.4 and 5.5 V. Serial clock input is used to synchronize communication between the microcontroller and DHT22, then it is used to transfer data from and to DHT22. Product trials are carried out to determine the performance of products that have been made and product revisions are made if there are errors, then trial use on orchid plants.","PeriodicalId":384219,"journal":{"name":"METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129200303","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}
引用次数: 1
SISTEM PAKAR DIAGNOSIS PENYAKIT HIPERTENSI DENGAN MENGUNAKAN METODE FORWARD CHAINING DAN TOERI PROBABILITAS 采用前链和概率定理方法对高血压诊断的系统专家
METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi Pub Date : 2021-03-10 DOI: 10.46880/mtk.v7i1.398
E. R. Simarmata
{"title":"SISTEM PAKAR DIAGNOSIS PENYAKIT HIPERTENSI DENGAN MENGUNAKAN METODE FORWARD CHAINING DAN TOERI PROBABILITAS","authors":"E. R. Simarmata","doi":"10.46880/mtk.v7i1.398","DOIUrl":"https://doi.org/10.46880/mtk.v7i1.398","url":null,"abstract":"At this time hypertension is a disease that endangers the community a lot because people often ignore it because this disease does not quickly affect the body but will slowly damage health. Hypertension is not contagious but can trigger other diseases, such as stroke and heart disease. The habit of people who will check their health after experiencing problems causes delays in their help. Symptoms of hypertension can be detected early so that people can prevent the seriousness of the disease. The expert system is one of the fields of science that can help the public to check whether a person has hypertension and the type of hypertension and the percentage of possible diseases he suffers because the expert system can be designed how to work like an expert. The expert system designed uses several stages, namely (1) system requirements analysis, (2) input and output design, (3) coding and (4) testing. This expert system will be represented in the form of rules, the method of reasoning using the forward chaining method and probability theory in calculating the percentage of rules that are fulfilled. The form of output (results) from the expert system is in the form of diagnostic results based on the symptoms given and suggestions that are in accordance with the diagnosis used are forward chaining, namely drawing conclusions from several types of hypertension obtained from symptoms. The output of the system is the type of hypertension diagnosed and the solution for the diagnosis. Keyword : Sistem Pakar, Forward Chaining, Hipertensi, Diagnosa","PeriodicalId":384219,"journal":{"name":"METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi","volume":"101 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133118295","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}
引用次数: 1
PENERAPAN METODE TOPSIS SEBAGAI PENGUKURAN DALAM PENETAPAN KANDIDAT CALON PENERIMA KIP PADA PERGURUAN TINGGI SWASTA (PTS) TOPSIS方法的应用作为一种衡量选择KIP潜在候选人在私立大学(PTS)
METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi Pub Date : 2021-03-10 DOI: 10.46880/mtk.v7i1.259
E. Harianja
{"title":"PENERAPAN METODE TOPSIS SEBAGAI PENGUKURAN DALAM PENETAPAN KANDIDAT CALON PENERIMA KIP PADA PERGURUAN TINGGI SWASTA (PTS)","authors":"E. Harianja","doi":"10.46880/mtk.v7i1.259","DOIUrl":"https://doi.org/10.46880/mtk.v7i1.259","url":null,"abstract":"Education and teaching are the rights of every citizen as regulated in the 1945 Constitution which is written in article 31, paragraph (1). However, the high cost of education sometimes becomes an obstacle for economically disadvantaged people, so that many secondary graduates are unable to continue their education to higher education even though they have good academic potential. The government has tried to provide a solution to this problem by organizing the Smart Indonesia Program (PIP) in helping its citizens obtain the right to higher education, namely through the provision of KIP Lectures that can be submitted by students at PTN and PTS. Private universities which act as facilitators for students in submitting KIP Lecture applications are expected to be more selective in the candidate selection process so that the distribution of assistance is right on target. Determination of KIP Lecture recipients based on certain criteria is often a problem in the decision-making process. To express the preferences of decision makers on the most desirable alternative, it can be done by applying the Technique For Order Preference by Similarity to Ideal Solution (TOPSIS). The TOPSIS method will be combined with fuzzy logic to determine the weight value for each criterion attribute, followed by a ranking process to select the best alternative, in this case a valid alternative as a beneficiary that fits the criteria. With this method, it is hoped that the assessment process will be more precise and accurate because it is based on predetermined criteria and weights.","PeriodicalId":384219,"journal":{"name":"METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123306822","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}
引用次数: 0
MODEL PENULARAN PENYAKIT DEMAM BERDARAH DENGUE (DBD) DALAM SYSTEM DYNAMIK BERDIMENSI DUA
METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi Pub Date : 2021-03-10 DOI: 10.46880/mtk.v7i1.255
Posma S. M. Lumbanraja
{"title":"MODEL PENULARAN PENYAKIT DEMAM BERDARAH DENGUE (DBD) DALAM SYSTEM DYNAMIK BERDIMENSI DUA","authors":"Posma S. M. Lumbanraja","doi":"10.46880/mtk.v7i1.255","DOIUrl":"https://doi.org/10.46880/mtk.v7i1.255","url":null,"abstract":"Here we examine the dynamic model of the spread of Dengue Hemorrhagic Fever (DHF) assuming a constant number of host and vector populations. In this paper, the model is reduced from a three-dimensional system to a two-dimensional system so that the dynamic behavior can be analyzed in the R2 plane. In the two-dimensional model, if the threshold parameter R > 1, the endemic state becomes globally asymptotically stable. During the analysis of its dynamic behavior, a trapping region is found which contains a heteroclinic orbit connecting the slowing point, namely the origin and the endemic point. By using heteroclinic orbits, it can be estimated the time period required from a state to reach a certain state.","PeriodicalId":384219,"journal":{"name":"METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129552766","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}
引用次数: 0
OPTIMASI KETAHANAN WATERMARKING AUDIO DIGITAL MENGGUNAKAN ALGORITMA RSA DAN MSB 使用RSA和MSB算法进行数字水位表优化
METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi Pub Date : 2021-03-10 DOI: 10.46880/mtk.v7i1.409
Benget Rumahorbo, Resianta Perangin-angin
{"title":"OPTIMASI KETAHANAN WATERMARKING AUDIO DIGITAL MENGGUNAKAN ALGORITMA RSA DAN MSB","authors":"Benget Rumahorbo, Resianta Perangin-angin","doi":"10.46880/mtk.v7i1.409","DOIUrl":"https://doi.org/10.46880/mtk.v7i1.409","url":null,"abstract":"Copyright is a serious problem in the digital world, the process of sending and distributing digital media is so easy nowadays, copyright in the digital world is very detrimental to those who feel that their digital rights are copied and pasted or taken without the consent of the creator. Therefore we need a way where when a digital file can be identified as original as a product, one of the right ways is to use a watermark technique. But often this watermark process can be lost or cannot be extracted because the digital file has gone through a compression process, duplicate, or something else. So in this study, it will be tried to increase the durability of a watermark in digital audio as a solution for identifying copyrighted digital works. Where the watermark process will use the RSA and MSB algorithms to enter information into a digital audio file, later this information can be extracted to view copyright ownership information from the digital audio. And it is hoped that this watermarking is resistant to various digital audio processes such as compression, duplication, and editing carried out on the file. the information that is inserted into is maintained without compromising the quality of the digital audio.","PeriodicalId":384219,"journal":{"name":"METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125726894","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}
引用次数: 0
SISTEM PEREKOMENDASI DENGAN SINGULAR VALUE DECOMPOSITION DAN TEKNIK SIMILARITAS PEARSON CORRELATION 教学系统采用了皮尔森公司的比喻技术
METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi Pub Date : 2021-03-10 DOI: 10.46880/mtk.v7i1.257
Rimbun Siringoringo, J. Jamaluddin, Gortab Lumbantoruan
{"title":"SISTEM PEREKOMENDASI DENGAN SINGULAR VALUE DECOMPOSITION DAN TEKNIK SIMILARITAS PEARSON CORRELATION","authors":"Rimbun Siringoringo, J. Jamaluddin, Gortab Lumbantoruan","doi":"10.46880/mtk.v7i1.257","DOIUrl":"https://doi.org/10.46880/mtk.v7i1.257","url":null,"abstract":"The growth of e-commerce has resulted in massive product information and huge volumes of data. This results in data overload problems. In the case of e-commerce, consumers or users spend a lot of time choosing the goods they need. The urgent question to be answered at this time is how to provide solutions related to intelligent information restrictions so that the existing information is truly information that is by preferences and needs. This research performs information filtering by applying the singular value decomposition method and the Pearson similarity technique to the book recommendation system. The data used is the Book-Crossing Dataset which is the reference dataset for many research recommendation systems. The resulting recommendations are then compared with e-commerce recommendations such as amazom.com. Based on the results of the study obtained data that the results of the recommendations in this study are very good and accurate.","PeriodicalId":384219,"journal":{"name":"METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129987355","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}
引用次数: 0
PERANCANGAN APLIKASI CAPTURE TRAFFIC NETWORK TCP/IP MENGGUNAKAN NODE.JS BERBASIS WEB Perancangan应用程序捕获流量网络tcp / ip menggunakan node.js berbasis web
METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi Pub Date : 2020-09-10 DOI: 10.46880/mtk.v6i2.238
Mody Unedo Ritonga, Naiksin Fandier Saragih, Asaziduhu Gea
{"title":"PERANCANGAN APLIKASI CAPTURE TRAFFIC NETWORK TCP/IP MENGGUNAKAN NODE.JS BERBASIS WEB","authors":"Mody Unedo Ritonga, Naiksin Fandier Saragih, Asaziduhu Gea","doi":"10.46880/mtk.v6i2.238","DOIUrl":"https://doi.org/10.46880/mtk.v6i2.238","url":null,"abstract":"With more and more people accessing the internet to get information and the absence of settings on data traffic it will cause the network to be slow. The network traffic settings in Linux Ubuntu still use scripts that are relatively more difficult to use and understand for some people, so tools are needed to configure them. Capture network traffic application is Software designed to capture communications connected to servers. Capture network traffic application can only log data and read TCP/IP and HTTP protocols. The Capture network traffic application has various features, including checking whether the server is on or off, capturing traffic packets on a LAN network, and displaying a map of the URL location. So the results of this study explain the creation of a Traffic Management Configurator to facilitate traffic monitoring settings in gateways that connect different networks. Furthermore, this traffic monitoring application is used to view the actual packets of traffic on the network and network statistics. Both applications use the web as an interface to the user.","PeriodicalId":384219,"journal":{"name":"METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi","volume":"269 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115887570","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}
引用次数: 0
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