That's All Folks! LLUNATIC Goes Open Source

Summary: LLUNATIC unifies schema mappings and data repair into a single declarative framework, viewing transformation and cleaning as one problem. It supports configurable user interaction and a tunable efficiency–quality trade-off for holistic data cleaning. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 10820
Venue: VLDB
Year: 2014
Pagerank: 5.5397633e-05
Overall Rank: 5,382 | 62.56%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 12 of 12 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
2,638	Messing Up with BART: Error Generation for Evaluating Data-Cleaning Algorithms	2016	VLDB	8.399764e-05
3,004	Benchmarking the Chase	2017	PODS	7.7314538e-05
5,165	The Vadalog System: Datalog-based Reasoning for Knowledge Graphs	2018	VLDB	5.6529675e-05
5,618	Explaining Repaired Data with CFDs	2018	VLDB	5.4079415e-05
7,237	CleanM: An Optimizable Query Language for Unified Scale-Out Data Cleaning	2017	VLDB	4.7928651e-05
9,278	Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand Ripples	2016	SIGMOD	4.3639892e-05
9,377	Exploiting the Power of Equality-generating Dependencies in Ontological Reasoning	2022	VLDB	4.347117e-05
9,714	Materializing Knowledge Bases via Trigger Graphs	2021	VLDB	4.299267e-05
10,908	Chase Termination Beyond Polynomial Time	2024	PODS	4.1945683e-05
11,130	The Vadalog Parallel System: Distributed Reasoning with Datalog+/-	2024	VLDB	4.1945683e-05
11,248	Scalable Reasoning on Document Stores via Instance-Aware Query Rewriting	2023	VLDB	4.1945683e-05
11,841	BART in Action: Error Generation and Empirical Evaluations of Data-Cleaning Systems	2016	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 4 of 4 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
480	Translating Web Data	2002	VLDB	0.00022191997
1,012	NADEEF: A Commodity Data Cleaning System	2013	SIGMOD	0.0001464733
1,197	The LLUNATIC Data-Cleaning Framework	2013	VLDB	0.00013390321
3,830	++Spicy: an Open-Source Tool for Second-Generation Schema Mapping and Data Exchange	2011	VLDB	6.7193951e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
11,682	IHCS: An Integrated Hybrid Cleaning System	2019	VLDB	4.1945683e-05
5,398	Cleaning Inconsistencies in Information Extraction via Prioritized Repairs	2014	PODS	5.5295577e-05
1,065	Data-Driven Understanding and Refinement of Schema Mappings	2001	SIGMOD	0.00014338146
623	Improving Data Quality: Consistency and Accuracy	2007	VLDB	0.00018996374
2,946	BigDansing: A System for Big Data Cleansing	2015	SIGMOD	7.8372441e-05
9,278	Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand Ripples	2016	SIGMOD	4.3639892e-05
1,012	NADEEF: A Commodity Data Cleaning System	2013	SIGMOD	0.0001464733
199	Declarative Data Cleaning: Language, Model, and Algorithms	2001	VLDB	0.00035041015
5,660	Descriptive and Prescriptive Data Cleaning	2014	SIGMOD	5.3847321e-05
1,197	The LLUNATIC Data-Cleaning Framework	2013	VLDB	0.00013390321