Leveraging Query Logs for Schema Mapping Generation in U-MAP

Summary: U-MAP uses query-logs as usage signals to drive schema mappings, extending traditional mapping methods. It addresses mapping problems by exploiting schema workload data; tested on retail and life sciences datasets, with strong effectiveness and efficiency vs traditional approaches. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4377
Venue: SIGMOD
Year: 2011
Pagerank: 4.3765083e-05
Overall Rank: 9,186 | 36.16%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
2,737	Open Data Integration	2018	VLDB	8.2053894e-05
13,503	U-MAP: A System for Usage-Based Schema Matching and Mapping	2011	SIGMOD	-

Outgoing Citations (Sorted by Pagerank)

Showing 17 of 17 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
38	Testing Implications Of Data Dependencies	1979	SIGMOD	0.0007528369
69	Implementation of Integrity Constraints and Views by Query Modification	1975	SIGMOD	0.00060388875
174	Schema Mapping as Query Discovery	2000	VLDB	0.00038586435
295	Using Schema Matching to Simplify Heterogeneous Data Translation	1998	VLDB	0.00028645757
480	Translating Web Data	2002	VLDB	0.00022166928
493	Data Exchange: Getting to the Core	2003	PODS	0.00021782199
868	Constraint-Based XML Query Rewriting for Data Integration	2004	SIGMOD	0.00015737664
1,186	Semantic Adaptation of Schema Mappings when Schemas Evolve	2005	VLDB	0.00013432464
2,202	HePToX: Marrying XML and Heterogeneity in Your P2P Databases	2005	VLDB	9.3038561e-05
2,641	STBenchmark: Towards a Benchmark for Mapping Systems	2008	VLDB	8.3968228e-05
2,909	Nested Mappings: Schema Mapping Reloaded	2006	VLDB	7.9282234e-05
4,514	Core Schema Mappings	2009	SIGMOD	6.1168694e-05
4,750	Normalization and Optimization of Schema Mappings	2009	VLDB	5.9424107e-05
5,299	Scalable Data Exchange with Functional Dependencies	2010	VLDB	5.5751426e-05
6,289	Putting Context into Schema Matching	2006	VLDB	5.1226008e-05
7,072	Laconic Schema Mappings: Computing the Core with SQL Queries	2009	VLDB	4.8378485e-05
7,706	Concise and Expressive Mappings with +Spicy	2009	VLDB	4.6677174e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
5,209	Interactive Mapping Specification with Exemplar Tuples	2017	SIGMOD	5.6245587e-05
3,330	Schemaless and Structureless Graph Querying	2014	VLDB	7.2116683e-05
6,947	TRAMP: Understanding the Behavior of Schema Mappings through Provenance	2010	VLDB	4.8869805e-05
8,824	The Role of Schema Matching in Large Enterprises	2009	CIDR	4.4371579e-05
2,183	iMAP: Discovering Complex Semantic Matches between Database Schemas	2004	SIGMOD	9.3584357e-05
6,158	MapMerge: Correlating Independent Schema Mappings	2010	VLDB	5.1753051e-05
9,661	Meta-Mappings for Schema Mapping Reuse	2019	VLDB	4.306608e-05
174	Schema Mapping as Query Discovery	2000	VLDB	0.00038586435
1,067	Data-Driven Understanding and Refinement of Schema Mappings	2001	SIGMOD	0.00014320456
13,503	U-MAP: A System for Usage-Based Schema Matching and Mapping	2011	SIGMOD	-