Mapping Maintenance for Data Integration Systems

Summary: Maveric automates detection of broken data-integration mappings using inexpensive sensors over source characteristics (e.g., distributions, HTML layout). Perturbation, multi-source training, and filtering improve accuracy and suppress false alarms across 114 real-world sources. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: h5af60bcf14ff3929
Venue: VLDB
Year: 2005
Pagerank: 6.2356403e-05
Overall Rank: 5,191 | 65.10%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Robert McCann (University of Illinois Urbana-Champaign)
2. Bedoor AlShebli (University of Illinois Urbana-Champaign)
3. Quoc Le (University of Illinois Urbana-Champaign)
4. Hoa Nguyen (University of Illinois Urbana-Champaign)
5. Long Vu (University of Illinois Urbana-Champaign)
6. AnHai Doan (University of Illinois Urbana-Champaign)

BibTeX Citation

@article{mccann_vldb05,
        title = {{Mapping Maintenance for Data Integration Systems}},
        author = {McCann, Robert and AlShebli, Bedoor and Le, Quoc and Nguyen, Hoa and Vu, Long and Doan, AnHai},
        journal = {PVLDB},
        series = {{VLDB} '05},
        year = {2005}
}

Incoming Citations (Sorted by Pagerank)

Showing 5 of 5 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
2,580	Tuning Schema Matching Software using Synthetic Scenarios	2005	VLDB	8.2716518e-05
4,021	Robust Web Extraction: An Approach Based on a Probabilistic Tree-Edit Model	2009	SIGMOD	6.8498852e-05
6,312	Putting Context into Schema Matching	2006	VLDB	5.8171904e-05
6,774	Optimal Schemes for Robust Web Extraction	2011	VLDB	5.6855924e-05
12,899	GS-TMS: A Global Stream-based Threat Monitor System	2008	VLDB	4.9793485e-05

Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
25	NiagaraCQ: A Scalable Continuous Query System for Internet Databases	2000	SIGMOD	0.00053930011
117	Querying Heterogeneous Information Sources Using Source Descriptions	1996	VLDB	0.00031630695
173	Optimizing Queries across Diverse Data Sources	1997	VLDB	0.00026826959
269	Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach	2001	SIGMOD	0.00022620777
334	An Adaptive Query Execution System for Data Integration*	1999	SIGMOD	0.00020691326
801	Statistical Schema Matching across Web Query Interfaces	2003	SIGMOD	0.0001387328
822	On Schema Matching with Opaque Column Names and Data Values	2003	SIGMOD	0.00013651306
1,958	iMAP: Discovering Complex Semantic Matches between Database Schemas	2004	SIGMOD	9.3145711e-05
4,268	Mapping Adaptation under Evolving Schemas	2003	VLDB	6.6964627e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	715	Data Integration with Uncertainty	2007	VLDB
2	5,981	Active Learning of GAV Schema Mappings	2018	PODS
3	814	An Interactive Clustering-based Approach to Integrating Source Query Interfaces on the Deep Web	2004	SIGMOD
4	905	Constraint-Based XML Query Rewriting for Data Integration	2004	SIGMOD
5	6,235	MapMerge: Correlating Independent Schema Mappings	2010	VLDB
6	1,776	Sample-Driven Schema Mapping	2012	SIGMOD
7	269	Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach	2001	SIGMOD
8	4,268	Mapping Adaptation under Evolving Schemas	2003	VLDB
9	1,667	Bootstrapping Pay-As-You-Go Data Integration Systems	2008	SIGMOD
10	9,171	Analyzing and Revising Data Integration Schemas to Improve Their Matchability	2008	VLDB