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  • 标题:Extracting knowledge patterns in a data lake for management effectiveness
  • 本地全文:下载
  • 作者:Ziyi Cheng ; Haitong Wang ; Hongyan Li
  • 期刊名称:E3S Web of Conferences
  • 印刷版ISSN:2267-1242
  • 电子版ISSN:2267-1242
  • 出版年度:2020
  • 卷号:214
  • 页码:1-5
  • DOI:10.1051/e3sconf/202021403045
  • 出版社:EDP Sciences
  • 摘要:With the correlation collision between different types of data becomes more and more intense, a meaningful and far-reaching data revolution has arrived. Enterprises urgently require a hybrid data platform that can effectively break data silos, and unify data aggregation and sharing. Once the data lake was born, it has been a promising method for enterprises to profoundly improve their Business Intelligence. In this paper, we combine principle component analysis (PCA) with a network-based approach to extract a visual knowledge pattern from data sources in data lake, so as to improve management effectiveness.
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