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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
302
Venue
CIDR
Year
2017
Pagerank
0.00012935145
Overall Rank
963 | 93.40%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{deng_cidr17,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '17},
        title = {{The Data Civilizer System}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Deng, Dong and Fernandez, Raul Castro and Abedjan, Ziawasch and Wang, Sibo and Stonebraker, Michael and Elmagarmid, Ahmed and Ilyas, Ihab F. and Madden, Samuel and Ouzzani, Mourad and Tang, Nan},
        year = {2017}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 55 citing papers.

Rank Citing Paper Year Venue Pagerank
749 Data Lake Management: Challenges and Opportunities 2019 VLDB 0.00014379989
779 JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes 2019 SIGMOD 0.00014092047
1,303 Finding Related Tables in Data Lakes for Interactive Data Science 2020 SIGMOD 0.0001123653
1,465 Synthesizing Entity Matching Rules by Examples 2018 VLDB 0.00010689571
1,476 Baran: Effective Error Correction via a Unified Context Representation and Transfer Learning 2020 VLDB 0.00010659277
1,550 Symphony: Towards Natural Language Query Answering over Multi-modal Data Lakes 2023 CIDR 0.00010385904
1,923 Annotating Columns with Pre-trained Language Models 2022 SIGMOD 9.4789109e-05
2,019 RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation 2021 VLDB 9.2983994e-05
2,025 Data Market Platforms: Trading Data Assets to Solve Data Problems 2020 VLDB 9.2903125e-05
2,169 Data Integration: After the Teenage Years 2017 PODS 9.0436759e-05
2,216 Open Data Integration 2018 VLDB 8.9374127e-05
2,297 Raha: A Configuration-Free Error Detection System 2019 SIGMOD 8.7897221e-05
2,744 Auto-Suggest: Learning-to-Recommend Data Preparation Steps Using Data Science Notebooks 2020 SIGMOD 8.1781662e-05
3,015 Organizing Data Lakes for Navigation 2020 SIGMOD 7.848843e-05
3,228 Correlation Sketches for Approximate Join-Correlation Queries 2021 SIGMOD 7.6215176e-05
3,351 RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! - 2018 VLDB 7.4937347e-05
3,387 Data Profiling – A Tutorial 2017 SIGMOD 7.4534663e-05
3,436 Unicorn: A Unified Multi-tasking Model for Supporting Matching Tasks in Data Integration 2023 SIGMOD 7.4157897e-05
4,488 Horizon: Scalable Dependency-driven Data Cleaning 2021 VLDB 6.668457e-05
4,511 Juneau: Data Lake Management for Jupyter 2019 VLDB 6.6517623e-05
4,707 SILKMOTH: An Efficient Method for Finding Related Sets with Maximum Matching Constraints 2017 VLDB 6.552423e-05
4,875 Auto-Pipeline: Synthesizing Complex Data Pipelines By-Target Using Reinforcement Learning and Search 2021 VLDB 6.4689177e-05
5,344 Discovering Related Data At Scale 2021 VLDB 6.2591104e-05
5,518 Self-supervised and Interpretable Data Cleaning with Sequence Generative Adversarial Networks 2023 VLDB 6.1885722e-05
5,644 A Demo of the Data Civilizer System 2017 SIGMOD 6.1378898e-05
5,835 Semi-Supervised Data Cleaning with Raha and Baran 2021 CIDR 6.0720263e-05
6,093 High-Dimensional Vector Similarity Search: From Time Series to Deep Network Embeddings 2020 SIGMOD 5.978635e-05
7,093 DICE: Data Discovery by Example 2021 VLDB 5.7056625e-05
7,232 Saga: A Scalable Framework for Optimizing Data Cleaning Pipelines for Machine Learning Applications 2023 SIGMOD 5.6659017e-05
7,245 The VADA Architecture for Cost-Effective Data Wrangling 2017 SIGMOD 5.6638209e-05
7,473 The Machine Learning Bazaar: Harnessing the ML Ecosystem for Effective System Development 2020 SIGMOD 5.609366e-05
7,572 Cross Modal Data Discovery over Structured and Unstructured Data Lakes 2023 VLDB 5.5938952e-05
7,687 ExDRa: Exploratory Data Science on Federated Raw Data 2021 SIGMOD 5.5671645e-05
7,855 ItemSuggest: A Data Management Platform for Machine Learned Ranking Services 2019 CIDR 5.530673e-05
7,893 LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes 2024 VLDB 5.5209866e-05
8,180 ConnectionLens: Finding Connections Across Heterogeneous Data Sources 2018 VLDB 5.4724852e-05
8,233 Crossing the finish line faster when paddling the Data Lake with KAYAK 2017 VLDB 5.4610752e-05
8,242 Data Civilizer 2.0: A Holistic Framework for Data Preparation and Analytics 2019 VLDB 5.459288e-05
8,801 Effective Entity Augmentation By Querying External Data Sources 2023 VLDB 5.3687048e-05
8,903 DataLoom: Simplifying Data Loading with LLMs 2024 VLDB 5.3486551e-05
8,950 OneProvenance: Efficient Extraction of Dynamic Coarse-Grained Provenance From Database Query Event Logs 2023 VLDB 5.345946e-05
9,399 Glean: Structured Extractions from Templatic Documents 2021 VLDB 5.2755515e-05
9,436 GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example 2023 SIGMOD 5.2692207e-05
9,495 Debugging Large-Scale Data Science Pipelines using Dagger 2020 VLDB 5.2616335e-05
9,563 Retrofitting GDPR Compliance onto Legacy Databases 2022 VLDB 5.2528121e-05
10,109 QueryArtisan: Generating Data Manipulation Codes for Ad-hoc Analysis in Data Lakes 2025 VLDB 5.1347137e-05
10,202 BAT: Target-Instance-Free Data Preparation Synthesis via LLM-Driven Tree Search 2026 SIGMOD 5.093636e-05
10,589 Morphing-based Compression for Data-centric ML Pipelines 2026 VLDB 5.093636e-05
10,867 Weak-to-Strong Prompts with Lightweight-to-Powerful LLMs for High-Accuracy, Low-Cost, and Explainable Data Transformation 2025 VLDB 5.093636e-05
11,054 Buckaroo: A Direct Manipulation Visual Data Wrangler 2025 VLDB 5.093636e-05
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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.

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