The Data Civilizer System

By Dong Deng, Raul Castro Fernandez, Ziawasch Abedjan, Sibo Wang, M. Stonebraker, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Nan Tang. 2017

172 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Ihab F. Ilyas
2. Ziawasch Abedjan
3. Yuji Roh
4. Steven Euijong Whang
5. Sanjay Krishnan
6. M. Stonebraker
7. Xu Chu
8. Raul Castro Fernandez

Citations in the corpus

• A Survey on Data Collection for Machine Learning: A Big Data - AI Integration Perspective (2018, methodology): “The DATA CIVILIZER system [21], [22] complements GOODS by focusing more on the discovery aspect of datasets.”
• A Demo of the Data Civilizer System (2017, background): “We have recently laid out our vision of Data Civilizer in [3].”
• Data Lake Management: Challenges and Opportunities (2019, background): “Others operate on raw data (and existing metadata) to perform discovery [25, 9].”
• Data Integration: The Current Status and the Way Forward (2018, background): “Some of these challenges are handled in the Data Civilizer project [3] that builds on the relationships discovered via Aurum to devise possible and semantically coherent join paths, which join relevant raw data sources together to feed the analytics of a specific task.”