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: h0b613a2b1b8be15e
Venue: VLDB
Year: 2014
Pagerank: 6.3787474e-05
Overall Rank: 4,861 | 67.32%
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
2,051	Messing Up with BART: Error Generation for Evaluating Data-Cleaning Algorithms	2016	VLDB	9.1199511e-05
2,674	Benchmarking the Chase	2017	PODS	8.1480823e-05
5,035	The Vadalog System: Datalog-based Reasoning for Knowledge Graphs	2018	VLDB	6.3038469e-05
5,388	Explaining Repaired Data with CFDs	2018	VLDB	6.151535e-05
7,298	CleanM: An Optimizable Query Language for Unified Scale-Out Data Cleaning	2017	VLDB	5.561054e-05
9,619	Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand Ripples	2016	SIGMOD	5.1502244e-05
9,704	Exploiting the Power of Equality-generating Dependencies in Ontological Reasoning	2022	VLDB	5.1378347e-05
10,034	Materializing Knowledge Bases via Trigger Graphs	2021	VLDB	5.0925155e-05
11,477	Chase Termination Beyond Polynomial Time	2024	PODS	4.9793485e-05
11,654	The Vadalog Parallel System: Distributed Reasoning with Datalog+/-	2024	VLDB	4.9793485e-05
11,760	Scalable Reasoning on Document Stores via Instance-Aware Query Rewriting	2023	VLDB	4.9793485e-05
12,201	How Can Reasoners Simplify Database Querying (And Why Haven’t They Done It Yet)?	2018	PODS	4.9793485e-05
12,337	BART in Action: Error Generation and Empirical Evaluations of Data-Cleaning Systems	2016	SIGMOD	4.9793485e-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
426	Translating Web Data	2002	VLDB	0.00018483901
697	NADEEF: A Commodity Data Cleaning System	2013	SIGMOD	0.00014694048
767	The LLUNATIC Data-Cleaning Framework	2013	VLDB	0.00014114806
3,558	++Spicy: an Open-Source Tool for Second-Generation Schema Mapping and Data Exchange	2011	VLDB	7.2077064e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	11,353	UniClean: A Scalable Data Cleaning Solution for Mixed Errors based on Unified Cleaners and Optimized Cleaning Workflow	2025	VLDB
2	4,588	Cleaning Inconsistencies in Information Extraction via Prioritized Repairs	2014	PODS
3	1,050	Data-Driven Understanding and Refinement of Schema Mappings	2001	SIGMOD
4	526	Improving Data Quality: Consistency and Accuracy	2007	VLDB
5	2,423	BigDansing: A System for Big Data Cleansing	2015	SIGMOD
6	9,619	Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand Ripples	2016	SIGMOD
7	697	NADEEF: A Commodity Data Cleaning System	2013	SIGMOD
8	204	Declarative Data Cleaning: Language, Model, and Algorithms	2001	VLDB
9	4,998	Descriptive and Prescriptive Data Cleaning	2014	SIGMOD
10	767	The LLUNATIC Data-Cleaning Framework	2013	VLDB