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: 9428
Venue: VLDB
Year: 2005
Pagerank: 6.3783698e-05
Overall Rank: 5,064 | 65.26%
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
2,538	Tuning Schema Matching Software using Synthetic Scenarios	2005	VLDB	8.4548936e-05
3,944	Robust Web Extraction: An Approach Based on a Probabilistic Tree-Edit Model	2009	SIGMOD	7.0058157e-05
6,252	Putting Context into Schema Matching	2006	VLDB	5.941182e-05
6,644	Optimal Schemes for Robust Web Extraction	2011	VLDB	5.8150539e-05
12,609	GS-TMS: A Global Stream-based Threat Monitor System	2008	VLDB	5.093636e-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	0.00054667018
117	Querying Heterogeneous Information Sources Using Source Descriptions	1996	VLDB	0.00032192665
171	Optimizing Queries across Diverse Data Sources	1997	VLDB	0.00027363924
263	Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach	2001	SIGMOD	0.0002305693
328	An Adaptive Query Execution System for Data Integration*	1999	SIGMOD	0.00021081317
778	Statistical Schema Matching across Web Query Interfaces	2003	SIGMOD	0.00014102198
808	On Schema Matching with Opaque Column Names and Data Values	2003	SIGMOD	0.00013884332
1,939	iMAP: Discovering Complex Semantic Matches between Database Schemas	2004	SIGMOD	9.4490491e-05
4,181	Mapping Adaptation under Evolving Schemas	2003	VLDB	6.848299e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	5,859	Active Learning of GAV Schema Mappings	2018	PODS
2	699	Data Integration with Uncertainty	2007	VLDB
3	791	An Interactive Clustering-based Approach to Integrating Source Query Interfaces on the Deep Web	2004	SIGMOD
4	879	Constraint-Based XML Query Rewriting for Data Integration	2004	SIGMOD
5	6,104	MapMerge: Correlating Independent Schema Mappings	2010	VLDB
6	1,751	Sample-Driven Schema Mapping	2012	SIGMOD
7	263	Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach	2001	SIGMOD
8	4,181	Mapping Adaptation under Evolving Schemas	2003	VLDB
9	1,649	Bootstrapping Pay-As-You-Go Data Integration Systems	2008	SIGMOD
10	9,015	Analyzing and Revising Data Integration Schemas to Improve Their Matchability	2008	VLDB