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  • 标题:BigGorilla: An Open-Source Ecosystem for Data Preparation and Integration
  • 本地全文:下载
  • 作者:Chen Chen ; Behzad Golshan ; Alon Halevy
  • 期刊名称:Bulletin of the Technical Committee on Data Engineering
  • 出版年度:2018
  • 卷号:41
  • 期号:2
  • 页码:10-22
  • 出版社:IEEE Computer Society
  • 摘要:We present BIGGORILLA, an open-source resource for data scientists who need data preparation andintegration tools, and the vision underlying the project. We then describe four packages that we contributedto BIGGORILLA: KOKO (an information extraction tool), FLEXMATCHER (a schema matchingtool), MAGELLAN and DEEPMATCHER (two entity matching tools). We hope that as more softwarepackages are added to BIGGORILLA, it will become a one-stop resource for both researchers and industrypractitioners, and will enable our community to advance the state of the art at a faster pace..
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