Interactive Mapping Specification with Exemplar Tuples

Summary: Interactive schema-mapping specification for non-experts, inferring mappings from a few exemplar tuples. Iterative boolean queries plus exploration strategies prune the mapping space, guarantee correctness after refinement, and demonstrate feasibility and mapping quality via experiments. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 5405
Venue: SIGMOD
Year: 2017
Pagerank: 5.6245587e-05
Overall Rank: 5,209 | 63.80%
DOI: 10.1145/3035918.3064028

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
3,662	Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity	2019	VLDB	6.8647421e-05
6,235	New Trends on Exploratory Methods for Data Analytics	2017	VLDB	5.1386078e-05
6,736	Data Migration using Datalog Program Synthesis	2020	VLDB	4.9417961e-05
8,338	Exploring the Data Wilderness through Examples	2019	SIGMOD	4.538469e-05
9,038	Transforming Property Graphs	2024	VLDB	4.3997447e-05
9,661	Meta-Mappings for Schema Mapping Reuse	2019	VLDB	4.306608e-05
9,885	Scalable and Usable Relational Learning With Automatic Language Bias	2021	SIGMOD	4.2580321e-05
11,640	Demonstration of a Multiresolution Schema Mapping System	2019	CIDR	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 18 of 18 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
257	Making Database Systems Usable	2007	SIGMOD	0.00030237174
480	Translating Web Data	2002	VLDB	0.00022166928
688	Debugging Schema Mappings with Routes	2006	VLDB	0.00018095639
1,067	Data-Driven Understanding and Refinement of Schema Mappings	2001	SIGMOD	0.00014320456
1,075	Model Management 2.0: Manipulating Richer Mappings	2007	SIGMOD	0.00014233255
1,885	The iBench Integration Metadata Generator	2016	VLDB	0.00010206139
1,962	Exemplar Queries: Give me an Example of What You Need	2014	VLDB	9.9463687e-05
2,081	Sample-Driven Schema Mapping	2012	SIGMOD	9.58883e-05
2,130	Characterizing Schema Mappings via Data Examples	2010	PODS	9.4784293e-05
2,751	Learning and Verifying Quantified Boolean Queries by Example	2013	PODS	8.1725194e-05
3,684	SPARQLByE: Querying RDF data by example	2016	VLDB	6.8399983e-05
3,872	Designing and Refining Schema Mappings via Data Examples	2011	SIGMOD	6.6737583e-05
3,987	A First Tutorial on Dataspaces	2008	VLDB	6.5563129e-05
4,590	Playful Query Specification with DataPlay	2012	VLDB	6.0563264e-05
4,750	Normalization and Optimization of Schema Mappings	2009	VLDB	5.9424107e-05
5,097	EIRENE: Interactive Design and Refinement of Schema Mappings via Data Examples	2011	VLDB	5.6943323e-05
6,947	TRAMP: Understanding the Behavior of Schema Mappings through Provenance	2010	VLDB	4.8869805e-05
9,363	Debugging Data Exchange with Vagabond	2011	VLDB	4.3472291e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
4,514	Core Schema Mappings	2009	SIGMOD	6.1168694e-05
4,393	Mapping Adaptation under Evolving Schemas	2003	VLDB	6.2184603e-05
8,825	Analyzing and Revising Data Integration Schemas to Improve Their Matchability	2008	VLDB	4.4371579e-05
9,661	Meta-Mappings for Schema Mapping Reuse	2019	VLDB	4.306608e-05
6,158	MapMerge: Correlating Independent Schema Mappings	2010	VLDB	5.1753051e-05
174	Schema Mapping as Query Discovery	2000	VLDB	0.00038586435
2,081	Sample-Driven Schema Mapping	2012	SIGMOD	9.58883e-05
5,568	Interactive Generation of Integrated Schemas	2008	SIGMOD	5.4286497e-05
3,872	Designing and Refining Schema Mappings via Data Examples	2011	SIGMOD	6.6737583e-05
1,067	Data-Driven Understanding and Refinement of Schema Mappings	2001	SIGMOD	0.00014320456