{"title":"The New Approaches of Heterogeneous Data Consolidation","authors":"N. Melnykova, U. Marikutsa, Yurii Kryvenchuk","doi":"10.1109/STC-CSIT.2018.8526677","DOIUrl":null,"url":null,"abstract":"The article is suggested the approaches to the process of data consolidation, namely data of various origin of large sizes for analysis and prediction of the object's behavior of the studied area. The author identifies the problems of heterogeneous data consolidation and proposes stages of integration. The author evaluated the quality and usefulness of the consolidated data of the information product for quality decision-making. The basic stages of the procedure for assessing the quality of consolidated data are also identified.","PeriodicalId":403793,"journal":{"name":"2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"15","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/STC-CSIT.2018.8526677","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 15
Abstract
The article is suggested the approaches to the process of data consolidation, namely data of various origin of large sizes for analysis and prediction of the object's behavior of the studied area. The author identifies the problems of heterogeneous data consolidation and proposes stages of integration. The author evaluated the quality and usefulness of the consolidated data of the information product for quality decision-making. The basic stages of the procedure for assessing the quality of consolidated data are also identified.