Data-Driven Understanding and Refinement of Schema Mappings

Summary: Data-driven framework uses examples to understand and refine declarative schema mappings. A set of intuitive operators lets users navigate sources, identify mappings, and distinguish alternatives, enabling quick construction of complex transformations. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 3293
Venue: SIGMOD
Year: 2001
Pagerank: 0.00014338146
Overall Rank: 1,065 | 92.60%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 24 of 24 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
188	Applying Model Management to Classical Meta Data Problems	2003	CIDR	0.00035968389
689	Debugging Schema Mappings with Routes	2006	VLDB	0.00018111991
893	Data Integration: The Teenage Years	2006	VLDB	0.00015558352
916	On Schema Matching with Opaque Column Names and Data Values	2003	SIGMOD	0.00015379422
1,078	Model Management 2.0: Manipulating Richer Mappings	2007	SIGMOD	0.00014245848
1,596	Clio: A Semi-Automatic Tool For Schema Mapping	2001	SIGMOD	0.00011214591
1,762	Tuning Schema Matching Software using Synthetic Scenarios	2005	VLDB	0.00010646894
2,078	Sample-Driven Schema Mapping	2012	SIGMOD	9.599707e-05
2,124	Characterizing Schema Mappings via Data Examples	2010	PODS	9.4912951e-05
2,174	iMAP: Discovering Complex Semantic Matches between Database Schemas	2004	SIGMOD	9.3672342e-05
3,328	Multi-column Substring Matching for Database Schema Translation	2006	VLDB	7.2174278e-05
3,724	Toward Large Scale Integration: Building a MetaQuerier over Databases on the Web	2005	CIDR	6.8173288e-05
3,866	Designing and Refining Schema Mappings via Data Examples	2011	SIGMOD	6.6837e-05
4,513	Core Schema Mappings	2009	SIGMOD	6.1227596e-05
5,208	Interactive Mapping Specification with Exemplar Tuples	2017	SIGMOD	5.6296265e-05
5,244	Cooperative Update Exchange in the Youtopia System	2009	VLDB	5.6069303e-05
6,758	Data Migration using Datalog Program Synthesis	2020	VLDB	4.937199e-05
6,943	TRAMP: Understanding the Behavior of Schema Mappings through Provenance	2010	VLDB	4.8916728e-05
7,463	Automated Migration of Hierarchical Data to Relational Tables using Programming-by-Example	2018	VLDB	4.7232241e-05
7,682	Muse: A System for Understanding and Designing Mappings	2008	SIGMOD	4.6799414e-05
8,824	Analyzing and Revising Data Integration Schemas to Improve Their Matchability	2008	VLDB	4.4415658e-05
8,964	Knowledge Translation	2020	VLDB	4.4198627e-05
9,379	GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example	2023	SIGMOD	4.3462787e-05
12,448	BIwTL: A Business Information Warehouse Toolkit and Language for Warehousing Simplification and Automation	2007	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 0 of 0 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
2,904	Nested Mappings: Schema Mapping Reloaded	2006	VLDB	7.9355829e-05
4,396	Mapping Adaptation under Evolving Schemas	2003	VLDB	6.2239611e-05
4,978	Towards a Theory of Schema-Mapping Optimization	2008	PODS	5.7881299e-05
7,436	Schema Mappings for Data Graphs	2017	PODS	4.7311358e-05
4,752	Normalization and Optimization of Schema Mappings	2009	VLDB	5.9481448e-05
3,921	On the Complexity of Deriving Schema Mappings from Database Instances	2008	PODS	6.6301252e-05
9,660	Meta-Mappings for Schema Mapping Reuse	2019	VLDB	4.3107389e-05
3,866	Designing and Refining Schema Mappings via Data Examples	2011	SIGMOD	6.6837e-05
5,208	Interactive Mapping Specification with Exemplar Tuples	2017	SIGMOD	5.6296265e-05
173	Schema Mapping as Query Discovery	2000	VLDB	0.00038627829