{"title":"Deteksi kaggle bot账户梦谷那坎深度神经网络","authors":"Virda Virdausih Putri, A. Tholib, Cahyuni Novia","doi":"10.36564/njca.v8i1.304","DOIUrl":null,"url":null,"abstract":"Data collection in research is challenging, especially on Kaggle, a popular platform for data scientists. However, in recent years, there have been many reports of fake accounts on Kaggle that are difficult to detect, threatening data integrity and research credibility. One of the key traits to identify fake accounts is by looking at incomplete or inconsistent profiles. This research aims to help datascience users to detect Kaggle bot accounts by building a model using Deep Neural Networks. DNN is a machine learning algorithm that mimics the nervous system in the human brain. DNN consists of input layers, hidden layers","PeriodicalId":102207,"journal":{"name":"NJCA (Nusantara Journal of Computers and Its Applications)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"DETEKSI KAGGLE BOT ACCOUNT MENGGUNAKAN DEEP NEURAL NETWORKS\",\"authors\":\"Virda Virdausih Putri, A. Tholib, Cahyuni Novia\",\"doi\":\"10.36564/njca.v8i1.304\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Data collection in research is challenging, especially on Kaggle, a popular platform for data scientists. However, in recent years, there have been many reports of fake accounts on Kaggle that are difficult to detect, threatening data integrity and research credibility. One of the key traits to identify fake accounts is by looking at incomplete or inconsistent profiles. This research aims to help datascience users to detect Kaggle bot accounts by building a model using Deep Neural Networks. DNN is a machine learning algorithm that mimics the nervous system in the human brain. DNN consists of input layers, hidden layers\",\"PeriodicalId\":102207,\"journal\":{\"name\":\"NJCA (Nusantara Journal of Computers and Its Applications)\",\"volume\":\"33 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-06-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"NJCA (Nusantara Journal of Computers and Its Applications)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.36564/njca.v8i1.304\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"NJCA (Nusantara Journal of Computers and Its Applications)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.36564/njca.v8i1.304","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
DETEKSI KAGGLE BOT ACCOUNT MENGGUNAKAN DEEP NEURAL NETWORKS
Data collection in research is challenging, especially on Kaggle, a popular platform for data scientists. However, in recent years, there have been many reports of fake accounts on Kaggle that are difficult to detect, threatening data integrity and research credibility. One of the key traits to identify fake accounts is by looking at incomplete or inconsistent profiles. This research aims to help datascience users to detect Kaggle bot accounts by building a model using Deep Neural Networks. DNN is a machine learning algorithm that mimics the nervous system in the human brain. DNN consists of input layers, hidden layers