Jurnal Ilmiah FIFO最新文献

{"title":"Optimasi Keamanan Informasi Menggunakan Algoritma Advanced Encryption Standard (AES) Mode Chiper Block Chaining (CBC)","authors":"Achmad Nugrahantoro, A. Fadlil, Imam Riadi","doi":"10.22441/FIFO.2020.V12I1.002","DOIUrl":"https://doi.org/10.22441/FIFO.2020.V12I1.002","url":null,"abstract":"Information comes from a collection of data obtained from various sources that have been processed. An information can help in decision making, so it is considered to have a high effectiveness value for the recipient of the information. Information exchange that utilizes public media internet services is widely used, so the validity of information must be done security from unauthorized attacks. One of them uses cryptography. AES is a method used by the National Institute of Standards and Technology (NIST) as a standard for the United States Federal encryption algorithm. Creativity in cryptographic modification can increase the strength of an attack. This study uses AES 128, 192, and 256 bit CBC mode algorithms by conducting trials at the level of encryption, decryption and the appearance of character frequencies. Encryption test results obtained an average speed of 128 bit blocks, namely 14.2 ms, 256 bits 13.2 ms and 192 bits 11.5 ms. While the decryption test results obtained an average speed of 128 bit blocks, namely 13.2 ms, 192 bits 14 ms and 256 bits 16.5 ms. The pattern of occurrence of the average frequency generated by 9%, by accepting symbols and numbers using this algorithm has little to solve by reading the characters display. The validation test produces a value of 100% where the functionality testing shows the expected results.Keyword: Security Information, AES, CBC, AES Mode CBC Abstrak Informasi berasal dari sekumpulan data yang didapatkan dari berbagai sumber yang telah diolah. Sebuah informasi bisa membantu dalam pengambilan keputusan, sehingga dianggap memiliki nilai efektivitas tinggi bagi penerima informasi. Pertukaran informasi yang memanfaatkan layanan publik media internet marak digunakan, maka keabsahan informasi harus dilakukan keamanan dari serangan pihak tidak berwenang. Salah satunya menggunakan kriptografi. AES adalah metode yang dimanfaatkan National Institute of Standards and Technology (NIST) sebagai standar algoritma enkripsi Federal Amerika Serikat. Kreativitas dalam modifikasi kriptografi bisa meningkatkan kekuatan dari serangan. Penelitian ini menggunakan algoritma AES 128, 192, dan 256 bit mode CBC dengan melakukan uji coba pengujian pada tingkat kecepatan proses enkripsi, dekripsi dan kemunculan frekuensi karakter. Hasil uji coba pengujian enkripsi didapatkan tingkat kecepatan rata-rata blok 128 bit yaitu 14,2 ms, 256 bit 13,2 ms dan 192 bit 11,5 ms. Sedangkan hasil uji coba dekripsi didapatkan tingkat kecepatan rata-rata blok 128 bit yaitu 13,2 ms, 192 bit 14 ms dan 256 bit 16,5 ms. Pola kemunculan frekuensi rata-rata dihasilkan 9%, dengan menerima simbol dan angka menunjukan algoritma ini memiliki kemungkinan kecil dapat dipecahkan melalui pembacaan kemunculan karakternya. Pengujian validasi menghasilkan nilai 100% dimana pengujian fungsionalitas menunjukkan hasil yang sesuai diharapkan. Kata Kunci: Keamanan Informasi, AES, CBC, AES Mode CBC","PeriodicalId":280491,"journal":{"name":"Jurnal Ilmiah FIFO","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121873425","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":"Implementasi System Captive Portal Dengan Otentikasi RADIUS","authors":"Fandi Ali Mustika, Febryo Ponco Sulistyo, Chairul Anhar Tanof","doi":"10.22441/FIFO.2020.V12I1.005","DOIUrl":"https://doi.org/10.22441/FIFO.2020.V12I1.005","url":null,"abstract":"Abstract The rapid development of Internet networks in offices, industries, homes, and universities, transforming the conventional system into modern, especially with the Internet. Therefore, it is very important to use a good authentication method to avoid unauthorized user access. Wireless network without authentication can harm users in their activities using Internet access. One of the most effective ways for secure wireless network authentication with Captive portals with Radius authentication method. Captive portals are web pages that control Hyper Text Transfer Protocol (HTTP) browser access to the Internet. The user who is in authentication is their MAC address. Radius is a service that authenticates and authorizes users to network and network infrastructure. This paper will discuss how to use RADIUS authentication with captive portals to manage user authentication on wireless networks. Built-in security mechanism in Wifi 802.11.x equipment to control who can associate to an Access Point (AP). The use of captive portal so that the AP works without configuration settings, so it does not burden the work of the AP itself.Keywords: Captive Portal, Radius, Authentication, Wireless Network Abstrak Perkembangan jaringan internet yang semakin pesat di kantor, industri, rumah, dan universitas, mengubah sistem konvensional menjadi modern, terutama dengan adanya internet. Oleh karena itu, sangat penting untuk menggunakan metode otentikasi yang baik untuk menghindari akses pengguna yang tidak sah. Wireless network tanpa otentikasi dapat membahayakan pengguna dalam aktivitas mereka dalam menggunakan akses internet. Salah satu cara yang paling efektif untuk otentikasi wireless network yang aman dengan Captive Portal dengan metode otentikasi Radius. Captive portal adalah halaman web yang mengkontrol Hyper Text Transfer Protocol (HTTP) akses browser ke internet. Pengguna yang di otentikasi adalah MAC address mereka. Radius adalah layanan yang mengotentikasi dan mengotorisasi pengguna ke jaringan dan infrastruktur jaringan. Mekanisme keamanan built-in di peralatan Wifi 802.11.x untuk mengontrol siapa saja yang dapat berasosiasi ke Access Point (AP). Penggunaan captive portal agar AP bekerja tanpa seting konfigurasi, sehingga tidak membebani kerja dari AP itu sendiri.Kata Kunci: Captive Portal, Radius, Otentikasi, Wireless Network","PeriodicalId":280491,"journal":{"name":"Jurnal Ilmiah FIFO","volume":"92 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124015304","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":"Sistem Pendukung Keputusan Kinerja Karyawan Tenaga Kependidikan Terbaik Dengan Metode Simple Additive Weighting (SAW) Dan Metode Kano Studi Kasus Universitas Mercu Buana","authors":"Namin, Jan Everhard","doi":"10.22441/FIFO.2020.V12I1.003","DOIUrl":"https://doi.org/10.22441/FIFO.2020.V12I1.003","url":null,"abstract":"Abstract                                                                                                       Selection of the best performance education staff employees in tertiary institutions whose results are beneficial for advancing academic and institutional quality improvement. The selection of employees performing the best performance at Mercu Buana University is conducted every academic year. In the assessment process still uses the Excel application so it is less effective and accurate. Based on this in this study built a decision support system that is used for the selection process for selecting the best employee performance. Processing these values requires a Decission Support System (DSS) application to help process these values and make ranking and weighting so that leaders are faster and easier in making the best employee performance selection decisions. Decision support system that is used by the Simple Additive Weighting (SAW) and Kano method. absolute optimal requirements for orientation of the process of developing academic and institutional quality activities. The Decission Support System (DSS) application is expected to be able to assist the Information Technology (IT) division in selecting the best employee performance education staff that truly meets the required criteria and solving problems in selecting the best employee performance.Keywords: The selection of the best educational staff employee performance using the SAW and Kano methods Abstrak Pemilihan karyawan tenaga kependidikan kinerja terbaik di perguruan tinggi yang hasilnya bermanfaat bagi kemajuan peningkatan kualitas akademik dan kelembagaan. Pemilihan karyawan tenaga kependidkan kinerja terbaik di Universitas Mercu Buana dilakukan setiap tahunn akademik. Dalam proses penilaian masih menggunakan aplikasi excel sehingga kurang efektif dan akurat. Berdasarkan hal tersebut pada penelitian ini dibangun sistem pendukung keputusan yang digunakan untuk proses seleksi pemilihan kinerja karyawan tenaga kependidikan terbaik. Pengolahan nilai-nilai tersebut diperlukan sebuah aplikasi Decission Support System (DSS)  untuk membantu mengolah nilai tersebut dan melakukan perankingan dan bobot sehingga pimpinan lebih cepat dan mudah dalam pengambilan keputusan seleksi kinerja karyawan tenaga kependidikan terbaik. Sistem pendukung keputusan yang digunakan dengan  metode Simple Additive Weighting (SAW) dan Kano., Metode SAW ini digunakan untuk menentukan nilai kriteria, yang kemudian dilakukan proses bobot dan perangkingan untuk menentukan alternatif terbaik dan metode Kano untuk menentukan nilai secara individu untuk kepuasan karyawan dan menciptakan syarat mutlak yang optimal untuk orientasi proses  aktivitas pengembangan kualitas akademik dan kelembagaan. Aplikasi Decission Support System (DSS) diharapkan dapat membantu divisi Information Technology ( IT ) dalam memilih karyawan tenaga kependidikan kinerja karyawan terbaik yang benar-benar sesuai dengan kriteria yang dibutuh","PeriodicalId":280491,"journal":{"name":"Jurnal Ilmiah FIFO","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130848299","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":"Optimasi Keamanan Informasi Pendaftaran Event Menggunakan Teknologi Blockchain","authors":"Iqbal Busthomi, Imam Riadi, R. Umar","doi":"10.22441/FIFO.2020.V12I1.007","DOIUrl":"https://doi.org/10.22441/FIFO.2020.V12I1.007","url":null,"abstract":"Abstract CV. Nyebar is an IT-based start-up that deals with event data management using a web-based application. The Event system provides account registration services as a Member and Organizer. Members of the Event System must first have an account and log-in to be able to register for the event. The process of registering events so far has not been properly secured. The event registration process will send registrant information, but the information sent has not been secured and validated first, so the Event System is still vulnerable to cyber-attacks including the registration data sniffing attack and Distributed Denial of Service (DDoS) attacks. DDoS attacks are carried out by sending messages and packet requests continuously to the business sector, hosting, social sites originating from bot at one time, resulting in overloaded network servers because of the resources (bandwidth, memory, and CPU usage) they have. the network server is used up. Blockchain which has three techniques/mechanisms including the use of hashes and proof-of-work mechanisms which can be an alternative security for event registration information because it can maintain information security, data consistency, and DDoS attacks.Keyword: Web Application, Distributed Denial of Service (DDoS), BlockchainAbstrak CV. Nyebar merupakan start-up berbasis IT yang bergelut dibidang pengelolaan data event menggunakan sebuah aplikasi berbasis web. Sistem Event menyediakan layanan pendaftaran akun sebagai Member dan Organizer. Member dari Sistem Event harus memiliki akun dan log-in terlebih dahulu untuk mendaftar sebuah event. Proses pendaftaran event sejauh ini belum diamankan dengan baik. Proses pendaftaran event akan mengirimkan informasi pendaftar, namun informasi yang dikirimkan belum diamanakan dan divalidasi terlebih dahulu, sehingga Sistem Event masih rentan akan serangan siber diantaranya adalah serangan sniffing data pendaftaran dan serangan Distributed Denial of Service (DDoS). Serangan DDoS dilakukan dengan mengirimkan pesan dan permintaan paket secara terus menerus kepada sektor bisnis, hosting, situs sosial yang berasal dari bot dalam satu waktu, sehingga mengakibatkan server jaringan menjadi overload karena sumber daya (bandwith, memory, dan CPU usage) yang dimiliki server jaringan habis terpakai. Blockchain yang memiliki dua teknik/mekanisme antara lain adalah penggunaan hash dan mekanisme proof-of-work, yang dapat menjadi alternatif pengamanan informasi pemdaftaran event karena dapat menjaga keamanan informasi, kekonsistenan data, dan serangan dari DDoS.Keyword: Aplikasi Web, Distributed Denial of Service (DDoS), Teknologi Blockchain","PeriodicalId":280491,"journal":{"name":"Jurnal Ilmiah FIFO","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117353506","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 Aplikasi Game Virtual Reality Berbasis Android Bertema Petualangan","authors":"Dian Gustina, Karno Diantoro, Felicia Meyke Ulfah Maharani","doi":"10.22441/FIFO.2019.V11I2.005","DOIUrl":"https://doi.org/10.22441/FIFO.2019.V11I2.005","url":null,"abstract":"Technology is one part that can not be separated from human life. Various fields in human life have been greatly welcomed by technology, computer technology first. Virtual Reality (VR) is a new way to explore the virtual world. With virtual reality, the user seemed to be entering a new environment in the virtual world. The vastness of the virtual world can provide many advantages to produce a variety of fun entertainment. \"My Journey My Adventure\" is a game with a genre of first person shooter genre (FPS) that can be played by all people spent to be able to survive with modest stamina and a short time. This application is created using 3D unity and SDK as the main software. The stages in this research include discussing problems, initial planning, design and design, testing and implementation. And for system modeling languages using UML (Unified Modeling Language). This application was created as a medium of entertainment for each player by using Virtual Reality (VR) which allows players to experience more real difficulties such as those in games and introduce virtual reality technology. System testing shows that not all Samsung smartphones can activate this virtual reality game, and also on the application quality test that shows it. This application has a weight of 44.7 which corresponds to the \"very good\" category.","PeriodicalId":280491,"journal":{"name":"Jurnal Ilmiah FIFO","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124394869","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":"Sistem Pendukung Keputusan Pemilihan Tanaman Obat untuk berbagai Macam Penyakit Menggunakan Metoda FUZZY di Toko Miswar Flora (Studi Kasus : Penyakit Demam)","authors":"Dian Gustina, Karno Diantoro","doi":"10.22441/FIFO.2019.V11I2.001","DOIUrl":"https://doi.org/10.22441/FIFO.2019.V11I2.001","url":null,"abstract":"Dengue Fever is a disease that often attacks the community. Sufferers of Dengue Fever are increasing every year. In this case natural treatments are still widely found drugs that can cure Dengue Fever and Typhoid Fever (tipes), to produce which medicinal plants are good, and examples according to Dengue Fever and Typhoid disease (typhus) still experience trouble. To overcome the selection of the right medicinal plants, a decision support system was created using Fuzzy Logic, Fuzzy Mamdani using Matlab system test aids. The method used in decision making is the fuzzy method. The method is because the fuzzy method can be used in making multi-criteria decisions and quite well in solving identification problems that require many criteria. On the results of testing existing data obtained data by comparison between data and processes in the matlab application, the valid level of application testing is 94.4%. Based on the results of the test carried out in this study, the Decision Support System is expected to help the community to determine the symptoms that arise so that it can be known about the fever between dengue fever and typhoid (typhus) so that the selection of medicinal plants is appropriate and can be used.","PeriodicalId":280491,"journal":{"name":"Jurnal Ilmiah FIFO","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121911735","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":"Aplikasi Data Mining untuk Clustering Daerah Penyebaran Penyakit Diare di DKI Jakarta Menggunakan Algoritma K-MEANS","authors":"Teguh Budi Santos","doi":"10.22441/FIFO.2019.V11I2.003","DOIUrl":"https://doi.org/10.22441/FIFO.2019.V11I2.003","url":null,"abstract":"Diarrhea is a disease that makes sufferers defecate more than 4 times, diarrhea usually strikes all people, including toddlers, teens and adults. The increasing population density in DKI Jakarta Province in 2017 around 10,177,924 inhabitants spread over 6 cities consisting of 44 districts and 267 villages. To be able to see the area of diarrhea distribution, it is necessary to make a grouping based on the attributes used consisting of JSP, JSSP, SHARING and OD in order to obtain the center of the diarrhea spread point. K-Means algorithm is very suitable in clustering the spread of diarrhea Kelurahan. To determine the centroid starting point based on diarrhea sufferers as a parameter in determining C1, C2 and C3 which get C1 is Duren Tiga Village, C2 is Kebon Baru Village and C3 is Bendungan Hilir Village. The results of grouping based on the attributes used get C1 totaling 11 Kelurahans, C2 totaling 34 Kelurahans and C3 totaling 43 Kelurahans from 88 Kelurahan data used in which C1 is categorized as a diarrhea prone point, C2 is categorized as a possible spread of diarrhea and C3 is categorized as a Kelurahan that is safe from spread of diarrhea.","PeriodicalId":280491,"journal":{"name":"Jurnal Ilmiah FIFO","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128484549","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 dan Pengembangan Modul Berbasis RFID pada Aplikasi UMB Mobile","authors":"Indra Ranggadara, W. Pratama, D. Rahmawati","doi":"10.22441/FIFO.2019.V11I2.002","DOIUrl":"https://doi.org/10.22441/FIFO.2019.V11I2.002","url":null,"abstract":"Presence is significant for every lecture, office or other organizational activities, currently recording the attendance of student lectures at Mercu Buana University by calling one student at a time to be present by the lecturer, then the lecturer giving a sign of attendance on the particular lecturer application form that has provided. The purpose of this study is to analyze and develop RFID-based mobile UMB, which has the benefit of students being able to attend their presence without having to wait for lecturers to attend the attendance process and students can find out the level of time delay so that it can become learning so as not to delay in the future. The method used in this study uses a SWOT analysis and then designed with a system using UML, the construction of this application using the Waterfall method, and testing using a BlackBox. The results of this study are the development of modules in the UMB Mobile application successfully implemented with RFID devices.","PeriodicalId":280491,"journal":{"name":"Jurnal Ilmiah FIFO","volume":"211 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122630457","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 Sentimen Data Twitter Tentang Pasangan Capres-Cawapres Pemilu 2019 Dengan Metode Lexicon Based Dan Support Vector Machine","authors":"D. Seno, Arief Wibowo","doi":"10.22441/FIFO.2019.V11I2.004","DOIUrl":"https://doi.org/10.22441/FIFO.2019.V11I2.004","url":null,"abstract":"Social media writing content growing make a lot of new words that appear on Twitter in the form of words and abbreviations that appear so that sentiment analysis is increasingly difficult to get high accuracy of textual data on Twitter social media. In this study, the authors conducted research on sentiment analysis of the pairs of candidates for President and Vice President of Indonesia in the 2019 Elections. To obtain higher accuracy results and accommodate the problem of textual data development on Twitter, the authors conducted a combination of methods to conduct the sentiment analysis with unsupervised and supervised methods. namely Lexicon Based. This study used Twitter data in October 2018 using the search keywords with the names of each pair of candidates for President and Vice President of the 2019 Elections totaling 800 datasets. From the study with 800 datasets the best accuracy was obtained with a value of 92.5% with 80% training data composition and 20% testing data with a Precision value in each class between 85.7% - 97.2% and Recall value for each class among 78, 2% - 93.5%. With the Lexicon Based method as a labeling dataset, the process of labeling the Support Vector Machine dataset is no longer done manually but is processed by the Lexicon Based method and the dictionary on the lexicon can be added along with the development of data content on Twitter social media.","PeriodicalId":280491,"journal":{"name":"Jurnal Ilmiah FIFO","volume":"92 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123191282","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":"PERBANDINGAN ALGORITMA K-MEANS DAN K-MEDOIDS DALAM KLASTERISASI PRODUK ASURANSI PERUSAHAAN NASIONAL","authors":"Frenda Farahdinna, Irfan Nurdiansyah, Apriati Suryani, Arief Wibowo","doi":"10.22441/fifo.2019.v11i2.010","DOIUrl":"https://doi.org/10.22441/fifo.2019.v11i2.010","url":null,"abstract":"Asuransi mempunyai peran penting dalam rangka mengalihkan resiko, baik resiko bisnis maupun non bisnis. Asuransi merupakan suatu lembaga ekonomi yang bertujuan mengurangi resiko, dengan menggabungkan sejumlah unit-unit yang mempunyai resiko sama atau hampir sama dalam jumlah memadai, agar probabilitas dapat disalurkan kepada unit yang mengalami resiko. Dalam asuransi terdapat istilah premi, dimana premi tersebut berada pada hak dari pemilik asuransi dalam pembayaran premi tersebut. Perusahaan asuransi nasional yang menjadi obyek penelitian ini menyediakan berbagai produk asuransi yang memiliki beberapa variabel seperti nilai premi, jumlah nasabah dan tahun rilis dari produk. Diperlukan suatu teknik yang dapat mengelompokan produk-produk asuransi dengan tujuan mempermudah perusahaan dalam melihat produk-produk unggulan dan memilih produk yang sesuai dengan kebutuhan nasabah. Tujuan penelitian ini yaitu melakukan analisis dan pengolahan data dengan membandingkan metode K-Means dan K-Medoids dalam klasterisasi produk asuransi perusahaan nasional. Berdasarkan penelitian yang telah dilakukan, jika dibandingkan metode K-Means dengan K-Medoids maka metode K-Means lebih optimal dilihat dari nilai Davies Boldin Index (DBI) terendah 0,018 dengan k=5, tahun rilis 2004, premi Rp. 7.500.000 dan jumlah nasabah sebanyak 392 nasabah.","PeriodicalId":280491,"journal":{"name":"Jurnal Ilmiah FIFO","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115559713","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}