The Data Civilizer System

Summary: DATA CIVILIZER builds a linkage graph to discover relevant enterprise datasets and join paths, federates execution across heterogeneous stores via a polystore, and integrates cleaning into query processing. Adds a workflow engine for flexible, update-aware pipelines. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 303
Venue: CIDR
Year: 2017
Pagerank: 0.00012879695
Overall Rank: 1,277 | 91.12%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 4 of 54 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
11,069	Hardware-Efficient Data Imputation through DBMS Extensibility	2024	VLDB	4.1945683e-05
11,150	Zed: Leveraging Data Types to Process Eclectic Data	2023	CIDR	4.1945683e-05
11,343	SPINE: Scaling up Programming-by-Negative-Example for String Filtering and Transformation	2022	SIGMOD	4.1945683e-05
11,547	CAFE: Constraint-Aware Feature Extraction from Large Databases	2020	CIDR	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
149	Trio: A System for Integrated Management of Data, Accuracy, and Lineage	2005	CIDR	0.00041101118
327	Balancing Histogram Optimality and Practicality for Query Result Size Estimation	1995	SIGMOD	0.00027308479
420	InfoGather: Entity Augmentation and Attribute Discovery By Holistic Matching with Web Tables	2012	SIGMOD	0.00023719065
489	Data Curation at Scale: The Data Tamer System	2013	CIDR	0.00022030728
518	Data Integration for the Relational Web	2009	VLDB	0.00021158934
610	Goods: Organizing Google's Datasets	2016	SIGMOD	0.00019232674
667	Incremental Knowledge Base Construction Using DeepDive	2015	VLDB	0.00018440557
1,012	NADEEF: A Commodity Data Cleaning System	2013	SIGMOD	0.0001464733
1,612	Detecting Data Errors: Where are we and what needs to be done?	2016	VLDB	0.00011142794
1,820	A Demonstration of the BigDAWG Polystore System	2015	VLDB	0.00010428281
2,430	Decibel: The Relational Dataset Branching System	2016	VLDB	8.8330417e-05
2,946	BigDansing: A System for Big Data Cleansing	2015	SIGMOD	7.8372441e-05
5,660	Descriptive and Prescriptive Data Cleaning	2014	SIGMOD	5.3847321e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
199	Declarative Data Cleaning: Language, Model, and Algorithms	2001	VLDB	0.00035041015
13,238	DataMingler: A Novel Approach to Data Virtualization	2021	SIGMOD	-
12,321	Linkage Query Writer	2009	VLDB	4.1945683e-05
2,367	Here are my Data Files. Here are my Queries. Where are my Results?	2011	CIDR	8.9511058e-05
11,874	Graph-based Exploration of Non-graph Datasets	2016	VLDB	4.1945683e-05
11,319	Building a Shared Conceptual Model of Complex, Heterogeneous Data Systems: A Demonstration	2022	CIDR	4.1945683e-05
489	Data Curation at Scale: The Data Tamer System	2013	CIDR	0.00022030728
2,946	BigDansing: A System for Big Data Cleansing	2015	SIGMOD	7.8372441e-05
8,000	Data Civilizer 2.0: A Holistic Framework for Data Preparation and Analytics	2019	VLDB	4.6092803e-05
5,058	A Demo of the Data Civilizer System	2017	SIGMOD	5.7280139e-05