{"title":"Analysis of Multiagent System for Data Analysis","authors":"Yuleisy González Pérez, I. Kholod","doi":"10.1109/SCM50615.2020.9198765","DOIUrl":null,"url":null,"abstract":"Agents are an important part of solving many current problems in distributed computing, including complexity and information overload. There is a need to integrate multiagent technology and data mining to counter the growth of heterogeneous and distributed data sources. This article describes the main concepts: agents, data mining, and analyzes the possibilities of their integration. A comparative analysis of existing data mining systems based on multiagent systems is also provided.","PeriodicalId":169458,"journal":{"name":"2020 XXIII International Conference on Soft Computing and Measurements (SCM)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 XXIII International Conference on Soft Computing and Measurements (SCM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SCM50615.2020.9198765","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
Agents are an important part of solving many current problems in distributed computing, including complexity and information overload. There is a need to integrate multiagent technology and data mining to counter the growth of heterogeneous and distributed data sources. This article describes the main concepts: agents, data mining, and analyzes the possibilities of their integration. A comparative analysis of existing data mining systems based on multiagent systems is also provided.