文章基本信息

标题：BigGorilla: An Open-Source Ecosystem for Data Preparation and Integration
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作者：Chen Chen ; Behzad Golshan ; Alon Halevy 等
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..