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: 3294
Venue: SIGMOD
Year: 2001
Pagerank: 0.00014320456
Overall Rank: 1,067 | 92.59%
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	0.00035935715
688	Debugging Schema Mappings with Routes	2006	VLDB	0.00018095639
889	Data Integration: The Teenage Years	2006	VLDB	0.00015548507
915	On Schema Matching with Opaque Column Names and Data Values	2003	SIGMOD	0.00015362622
1,075	Model Management 2.0: Manipulating Richer Mappings	2007	SIGMOD	0.00014233255
1,598	Clio: A Semi-Automatic Tool For Schema Mapping	2001	SIGMOD	0.00011206131
1,761	Tuning Schema Matching Software using Synthetic Scenarios	2005	VLDB	0.00010637364
2,081	Sample-Driven Schema Mapping	2012	SIGMOD	9.58883e-05
2,130	Characterizing Schema Mappings via Data Examples	2010	PODS	9.4784293e-05
2,183	iMAP: Discovering Complex Semantic Matches between Database Schemas	2004	SIGMOD	9.3584357e-05
3,329	Multi-column Substring Matching for Database Schema Translation	2006	VLDB	7.2120421e-05
3,721	Toward Large Scale Integration: Building a MetaQuerier over Databases on the Web	2005	CIDR	6.8139343e-05
3,872	Designing and Refining Schema Mappings via Data Examples	2011	SIGMOD	6.6737583e-05
4,514	Core Schema Mappings	2009	SIGMOD	6.1168694e-05
5,209	Interactive Mapping Specification with Exemplar Tuples	2017	SIGMOD	5.6245587e-05
5,247	Cooperative Update Exchange in the Youtopia System	2009	VLDB	5.601577e-05
6,736	Data Migration using Datalog Program Synthesis	2020	VLDB	4.9417961e-05
6,947	TRAMP: Understanding the Behavior of Schema Mappings through Provenance	2010	VLDB	4.8869805e-05
7,683	Muse: A System for Understanding and Designing Mappings	2008	SIGMOD	4.6754491e-05
8,104	Automated Migration of Hierarchical Data to Relational Tables using Programming-by-Example	2018	VLDB	4.5815095e-05
8,825	Analyzing and Revising Data Integration Schemas to Improve Their Matchability	2008	VLDB	4.4371579e-05
8,969	Knowledge Translation	2020	VLDB	4.415626e-05
9,355	GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example	2023	SIGMOD	4.3484264e-05
12,457	BIwTL: A Business Information Warehouse Toolkit and Language for Warehousing Simplification and Automation	2007	SIGMOD	4.1905499e-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
2,909	Nested Mappings: Schema Mapping Reloaded	2006	VLDB	7.9282234e-05
4,393	Mapping Adaptation under Evolving Schemas	2003	VLDB	6.2184603e-05
4,980	Towards a Theory of Schema-Mapping Optimization	2008	PODS	5.7825422e-05
7,435	Schema Mappings for Data Graphs	2017	PODS	4.7265981e-05
4,750	Normalization and Optimization of Schema Mappings	2009	VLDB	5.9424107e-05
3,922	On the Complexity of Deriving Schema Mappings from Database Instances	2008	PODS	6.6238781e-05
9,661	Meta-Mappings for Schema Mapping Reuse	2019	VLDB	4.306608e-05
3,872	Designing and Refining Schema Mappings via Data Examples	2011	SIGMOD	6.6737583e-05
5,209	Interactive Mapping Specification with Exemplar Tuples	2017	SIGMOD	5.6245587e-05
174	Schema Mapping as Query Discovery	2000	VLDB	0.00038586435