That's All Folks! LLUNATIC Goes Open Source

Summary: LLUNATIC, now open source, unifies schema mapping and data repairing declaratively rather than pipelining them, handling their interaction holistically. It supports configurable user interaction and a tunable efficiency–repair-quality trade-off. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: 11008
Venue: VLDB
Year: 2014
Pagerank: 6.5247192e-05
Overall Rank: 4,750 | 67.42%
DOI: 10.14778/2733004.2733031

Incoming Non-self Citations Over Time

Authors

1. Floris Geerts (University of Antwerp)
2. Giansalvatore Mecca (University of Basilicata)
3. Paolo Papotti (Qatar Computing Research Institute)
4. Donatello Santoro (Roma Tre University; University of Basilicata)

BibTeX Citation

@article{geerts_vldb14,
        title = {{That's All Folks! LLUNATIC Goes Open Source}},
        author = {Geerts, Floris and Mecca, Giansalvatore and Papotti, Paolo and Santoro, Donatello},
        journal = {PVLDB},
        series = {{VLDB} '14},
        volume = {7},
        number = {13},
        pages = {1565--1568},
        doi = {10.14778/2733004.2733031},
        url = {https://doi.org/10.14778/2733004.2733031},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 13 of 13 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
2,142	Messing Up with BART: Error Generation for Evaluating Data-Cleaning Algorithms	2016	VLDB	9.0975882e-05
2,634	Benchmarking the Chase	2017	PODS	8.3210907e-05
4,920	The Vadalog System: Datalog-based Reasoning for Knowledge Graphs	2018	VLDB	6.4449498e-05
5,312	Explaining Repaired Data with CFDs	2018	VLDB	6.2698779e-05
7,179	CleanM: An Optimizable Query Language for Unified Scale-Out Data Cleaning	2017	VLDB	5.6802479e-05
9,442	Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand Ripples	2016	SIGMOD	5.2677992e-05
9,522	Exploiting the Power of Equality-generating Dependencies in Ontological Reasoning	2022	VLDB	5.2557598e-05
9,850	Materializing Knowledge Bases via Trigger Graphs	2021	VLDB	5.2094004e-05
11,129	Chase Termination Beyond Polynomial Time	2024	PODS	5.093636e-05
11,336	The Vadalog Parallel System: Distributed Reasoning with Datalog+/-	2024	VLDB	5.093636e-05
11,448	Scalable Reasoning on Document Stores via Instance-Aware Query Rewriting	2023	VLDB	5.093636e-05
11,901	How Can Reasoners Simplify Database Querying (And Why Haven’t They Done It Yet)?	2018	PODS	5.093636e-05
12,042	BART in Action: Error Generation and Empirical Evaluations of Data-Cleaning Systems	2016	SIGMOD	5.093636e-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
416	Translating Web Data	2002	VLDB	0.00018877803
725	NADEEF: A Commodity Data Cleaning System	2013	SIGMOD	0.00014617251
800	The LLUNATIC Data-Cleaning Framework	2013	VLDB	0.00013911223
3,487	++Spicy: an Open-Source Tool for Second-Generation Schema Mapping and Data Exchange	2011	VLDB	7.3687386e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	11,877	IHCS: An Integrated Hybrid Cleaning System	2019	VLDB
2	4,499	Cleaning Inconsistencies in Information Extraction via Prioritized Repairs	2014	PODS
3	1,030	Data-Driven Understanding and Refinement of Schema Mappings	2001	SIGMOD
4	533	Improving Data Quality: Consistency and Accuracy	2007	VLDB
5	2,398	BigDansing: A System for Big Data Cleansing	2015	SIGMOD
6	9,442	Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand Ripples	2016	SIGMOD
7	725	NADEEF: A Commodity Data Cleaning System	2013	SIGMOD
8	201	Declarative Data Cleaning: Language, Model, and Algorithms	2001	VLDB
9	4,890	Descriptive and Prescriptive Data Cleaning	2014	SIGMOD
10	800	The LLUNATIC Data-Cleaning Framework	2013	VLDB