Merging Models Based on Given Correspondences

Summary: Merges two heterogeneous models (schemas, interfaces, UML, ontologies, and message formats) given correspondences. Proposes merge requirements and a unifying algorithm that subsumes prior approaches, advancing metadata integration tasks like view mediation and ontology merging. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: h68f283a94cbac725
Venue: VLDB
Year: 2003
Pagerank: 9.1214548e-05
Overall Rank: 2,049 | 86.23%
DOI: 10.1016/B978-012722442-8/50081-1

Incoming Non-self Citations Over Time

Authors

1. Rachel A. Pottinger (University of Washington)
2. Philip A. Bernstein (Microsoft)

BibTeX Citation

@article{pottinger_vldb03,
        title = {{Merging Models Based on Given Correspondences}},
        author = {Pottinger, Rachel A. and Bernstein, Philip A.},
        journal = {PVLDB},
        series = {{VLDB} '03},
        doi = {10.1016/B978-012722442-8/50081-1},
        url = {https://doi.org/10.1016/B978-012722442-8/50081-1},
        year = {2003}
}

Incoming Citations (Sorted by Pagerank)

Showing 14 of 14 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
793	Model Management 2.0: Manipulating Richer Mappings	2007	SIGMOD	0.00013942384
814	An Interactive Clustering-based Approach to Integrating Source Query Interfaces on the Deep Web	2004	SIGMOD	0.00013719268
824	Data Integration: The Teenage Years	2006	VLDB	0.00013646923
1,505	Generic Schema Matching, Ten Years Later	2011	VLDB	0.00010454635
1,811	Supporting Executable Mappings in Model Management	2005	SIGMOD	9.5872249e-05
2,300	Leveraging Data and Structure in Ontology Integration	2007	SIGMOD	8.6724454e-05
2,408	Implementing Mapping Composition	2006	VLDB	8.5146431e-05
4,297	Semi-Automatic Schema Integration in Clio	2007	VLDB	6.680023e-05
5,753	Interactive Generation of Integrated Schemas	2008	SIGMOD	6.0061265e-05
5,765	Top-K Generation of Integrated Schemas Based on Directed and Weighted Correspondences	2009	SIGMOD	6.0026982e-05
5,779	Consistent Query Answers in Inconsistent Probabilistic Databases	2010	SIGMOD	5.9976039e-05
7,545	Supporting OLAP Operations over Imperfectly Integrated Taxonomies	2008	SIGMOD	5.4983387e-05
7,581	Meaningful Labeling of Integrated Query Interfaces	2006	VLDB	5.4912055e-05
8,017	Foundations of Schema Mapping Management	2010	PODS	5.4062707e-05

Outgoing Citations (Sorted by Pagerank)

Showing 5 of 5 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
190	Applying Model Management to Classical Meta Data Problems	2003	CIDR	0.00025768763
269	Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach	2001	SIGMOD	0.00022620777
296	Generic Schema Matching with Cupid	2001	VLDB	0.00021867512
1,759	Rondo: A Programming Platform for Generic Model Management	2003	SIGMOD	9.7107065e-05
1,993	Clio: A Semi-Automatic Tool For Schema Mapping	2001	SIGMOD	9.2222424e-05

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#	Overall Rank	Paper	Year	Venue
1	5,765	Top-K Generation of Integrated Schemas Based on Directed and Weighted Correspondences	2009	SIGMOD
2	1,754	Data Fusion – Resolving Data Conflicts for Integration	2009	VLDB
3	9,171	Analyzing and Revising Data Integration Schemas to Improve Their Matchability	2008	VLDB
4	5,753	Interactive Generation of Integrated Schemas	2008	SIGMOD
5	13,020	The Many Roles of Meta Data in Data Integration	2005	SIGMOD
6	9,945	Meta-Mappings for Schema Mapping Reuse	2019	VLDB
7	5,736	Relationship Merging in Schema Integration	1984	VLDB
8	190	Applying Model Management to Classical Meta Data Problems	2003	CIDR
9	6,235	MapMerge: Correlating Independent Schema Mappings	2010	VLDB
10	14,321	An Extensible System for Merging Two Models	2002	VLDB