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: 5404
Venue: SIGMOD
Year: 2017
Pagerank: 5.6296265e-05
Overall Rank: 5,208 | 63.77%
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
3,661	Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity	2019	VLDB	6.8689912e-05
6,237	New Trends on Exploratory Methods for Data Analytics	2017	VLDB	5.1435341e-05
6,758	Data Migration using Datalog Program Synthesis	2020	VLDB	4.937199e-05
8,344	Exploring the Data Wilderness through Examples	2019	SIGMOD	4.5428111e-05
9,037	Transforming Property Graphs	2024	VLDB	4.4039656e-05
9,660	Meta-Mappings for Schema Mapping Reuse	2019	VLDB	4.3107389e-05
9,886	Scalable and Usable Relational Learning With Automatic Language Bias	2021	SIGMOD	4.2621158e-05
11,636	Demonstration of a Multiresolution Schema Mapping System	2019	CIDR	4.1945683e-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	0.00030223397
480	Translating Web Data	2002	VLDB	0.00022191997
689	Debugging Schema Mappings with Routes	2006	VLDB	0.00018111991
1,065	Data-Driven Understanding and Refinement of Schema Mappings	2001	SIGMOD	0.00014338146
1,078	Model Management 2.0: Manipulating Richer Mappings	2007	SIGMOD	0.00014245848
1,883	The iBench Integration Metadata Generator	2016	VLDB	0.00010215862
1,958	Exemplar Queries: Give me an Example of What You Need	2014	VLDB	9.9572632e-05
2,078	Sample-Driven Schema Mapping	2012	SIGMOD	9.599707e-05
2,124	Characterizing Schema Mappings via Data Examples	2010	PODS	9.4912951e-05
2,750	Learning and Verifying Quantified Boolean Queries by Example	2013	PODS	8.176296e-05
3,684	SPARQLByE: Querying RDF data by example	2016	VLDB	6.8465042e-05
3,866	Designing and Refining Schema Mappings via Data Examples	2011	SIGMOD	6.6837e-05
3,985	A First Tutorial on Dataspaces	2008	VLDB	6.5626153e-05
4,599	Playful Query Specification with DataPlay	2012	VLDB	6.0583418e-05
4,752	Normalization and Optimization of Schema Mappings	2009	VLDB	5.9481448e-05
5,091	EIRENE: Interactive Design and Refinement of Schema Mappings via Data Examples	2011	VLDB	5.7032726e-05
6,943	TRAMP: Understanding the Behavior of Schema Mappings through Provenance	2010	VLDB	4.8916728e-05
9,356	Debugging Data Exchange with Vagabond	2011	VLDB	4.3513974e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
4,513	Core Schema Mappings	2009	SIGMOD	6.1227596e-05
4,396	Mapping Adaptation under Evolving Schemas	2003	VLDB	6.2239611e-05
9,660	Meta-Mappings for Schema Mapping Reuse	2019	VLDB	4.3107389e-05
8,824	Analyzing and Revising Data Integration Schemas to Improve Their Matchability	2008	VLDB	4.4415658e-05
6,155	MapMerge: Correlating Independent Schema Mappings	2010	VLDB	5.1802715e-05
173	Schema Mapping as Query Discovery	2000	VLDB	0.00038627829
2,078	Sample-Driven Schema Mapping	2012	SIGMOD	9.599707e-05
5,564	Interactive Generation of Integrated Schemas	2008	SIGMOD	5.4320854e-05
3,866	Designing and Refining Schema Mappings via Data Examples	2011	SIGMOD	6.6837e-05
1,065	Data-Driven Understanding and Refinement of Schema Mappings	2001	SIGMOD	0.00014338146