{"title":"Analisis Metode K-Nearest Neighbor Menggunakan Rapid Miner Untuk Memprediksi Hujan Kota Surakarta","authors":"Alvian Ahmada Akhbar, Dwi Hartanti","doi":"10.47701/senatib.v3i1.2996","DOIUrl":"https://doi.org/10.47701/senatib.v3i1.2996","url":null,"abstract":"This study aims to implement the K-Nearest Neighbor (KNN) algorithm using the Rapid Miner application to predict rain in Surakarta City. Rainfall has an erratic pattern making it difficult to predict manually. Rainfall cannot be determined with certainty but this can be estimated. Thus, the existence of Data Mining can enable machines to recognize and study complex data patterns. Therefore program learning can learn patterns of rainfall data to make some predictions. This study uses three variables as criteria, namely temperature, wind speed, and humidity. The test results using the K-Nearest Neigbor (KNN) algorithm and the Rapid Miner application with a value of K = 3, found an accuracy of 83.87%. From 31 data taken in July 2023. The results of the analysis prove that the KNN method using the Rapid Miner application can be used to predict rain in Surakarta City.","PeriodicalId":391349,"journal":{"name":"Prosiding Seminar Nasional Teknologi Informasi dan Bisnis","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139354937","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 Pakar Tes Psikologi Dengan Menggunakan Metode Dominance Influence Steadiness And Compliance","authors":"Muhammad Fahmi Panwar, Eko Purwanto, Vihi Atina","doi":"10.47701/senatib.v2i1.1893","DOIUrl":"https://doi.org/10.47701/senatib.v2i1.1893","url":null,"abstract":"Aplikasi berbasis web pada saat ini banyakdigunakan oleh kalangan masyarakat khususnya perusahaanyang lebih membutuhkan terutama di bidang informasi.Informasi dapat diperoleh diberbagai macam media elektronik(media sosial) maupun media cetak. Pada sistem aplikasi inidigunakan untuk menggumpulkan informasi data manusia.Mayoritas test kepribadian dilakukan secara manual. Dari haltersebut tujuan dari penelirian ini dibuatkan sebuah sistemaplikasi psikotest berbasis web untuk memudahkan seseorangdalam memperoleh informasi tentang kepribadiannya. Testkepribadian dikategorikan berbagai macam menurut metodepembagian kepribadian manusia yang digunakan.Terkategorikan menjadi empat macam kepribadian yaituDominance, Influence, Steadiness atau Compliance.","PeriodicalId":391349,"journal":{"name":"Prosiding Seminar Nasional Teknologi Informasi dan Bisnis","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115944197","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}