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: 10821
Venue: VLDB
Year: 2014
Pagerank: 6.5286314e-05
Overall Rank: 4,879 | 66.10%
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
2,093	Messing Up with BART: Error Generation for Evaluating Data-Cleaning Algorithms	2016	VLDB	9.2522415e-05
2,619	Benchmarking the Chase	2017	PODS	8.4020526e-05
4,657	The Vadalog System: Datalog-based Reasoning for Knowledge Graphs	2018	VLDB	6.6456866e-05
5,259	Explaining Repaired Data with CFDs	2018	VLDB	6.3656293e-05
7,054	CleanM: An Optimizable Query Language for Unified Scale-Out Data Cleaning	2017	VLDB	5.7683138e-05
9,307	Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand Ripples	2016	SIGMOD	5.3493477e-05
9,380	Exploiting the Power of Equality-generating Dependencies in Ontological Reasoning	2022	VLDB	5.3371595e-05
9,701	Materializing Knowledge Bases via Trigger Graphs	2021	VLDB	5.2900821e-05
10,912	Chase Termination Beyond Polynomial Time	2024	PODS	5.1725247e-05
11,133	The Vadalog Parallel System: Distributed Reasoning with Datalog+/-	2024	VLDB	5.1725247e-05
11,250	Scalable Reasoning on Document Stores via Instance-Aware Query Rewriting	2023	VLDB	5.1725247e-05
11,849	BART in Action: Error Generation and Empirical Evaluations of Data-Cleaning Systems	2016	SIGMOD	5.1725247e-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
408	Translating Web Data	2002	VLDB	0.00019065717
818	NADEEF: A Commodity Data Cleaning System	2013	SIGMOD	0.00013866647
896	The LLUNATIC Data-Cleaning Framework	2013	VLDB	0.00013398659
3,467	++Spicy: an Open-Source Tool for Second-Generation Schema Mapping and Data Exchange	2011	VLDB	7.4676589e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
10,730	UniClean: A Scalable Data Cleaning Solution for Mixed Errors based on Unified Cleaners and Optimized Cleaning Workflow	2025	VLDB	5.1725247e-05
5,111	Cleaning Inconsistencies in Information Extraction via Prioritized Repairs	2014	PODS	6.4243237e-05
1,025	Data-Driven Understanding and Refinement of Schema Mappings	2001	SIGMOD	0.00012671967
521	Improving Data Quality: Consistency and Accuracy	2007	VLDB	0.00017199926
2,360	BigDansing: A System for Big Data Cleansing	2015	SIGMOD	8.7662564e-05
9,307	Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand Ripples	2016	SIGMOD	5.3493477e-05
818	NADEEF: A Commodity Data Cleaning System	2013	SIGMOD	0.00013866647
200	Declarative Data Cleaning: Language, Model, and Algorithms	2001	VLDB	0.00025806865
5,154	Descriptive and Prescriptive Data Cleaning	2014	SIGMOD	6.4064016e-05
896	The LLUNATIC Data-Cleaning Framework	2013	VLDB	0.00013398659