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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
5466
Venue
SIGMOD
Year
2017
Pagerank
6.8765495e-05
Overall Rank
4,140 | 71.60%
DOI
10.1145/3035918.3064028

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{bonifati_sigmod17,
        title = {{Interactive Mapping Specification with Exemplar Tuples}},
        author = {Bonifati, Angela and Comignani, Ugo and Coquery, Emmanuel and Thion, Romuald},
        series = {{SIGMOD} '17},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3035918.3064028},
        url = {https://dl.acm.org/doi/10.1145/3035918.3064028},
        year = {2017}
}

Incoming Citations (Sorted by Pagerank)

Showing 10 of 10 citing papers.

Rank Citing Paper Year Venue Pagerank
3,677 Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity 2019 VLDB 7.2076465e-05
5,859 Active Learning of GAV Schema Mappings 2018 PODS 6.0637959e-05
6,200 New Trends on Exploratory Methods for Data Analytics 2017 VLDB 5.9457282e-05
6,533 Data Migration using Datalog Program Synthesis 2020 VLDB 5.8488042e-05
8,348 Reflections on Schema Mappings, Data Exchange, and Metadata Management 2018 PODS 5.4469775e-05
8,358 Exploring the Data Wilderness through Examples 2019 SIGMOD 5.4446041e-05
9,187 Transforming Property Graphs 2024 VLDB 5.3058708e-05
9,790 Meta-Mappings for Schema Mapping Reuse 2019 VLDB 5.220833e-05
10,042 Scalable and Usable Relational Learning With Automatic Language Bias 2021 SIGMOD 5.1708123e-05
11,830 Demonstration of a Multiresolution Schema Mapping System 2019 CIDR 5.093636e-05
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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
314 Making Database Systems Usable 2007 SIGMOD 0.00021574636
416 Translating Web Data 2002 VLDB 0.00018877803
762 Model Management 2.0: Manipulating Richer Mappings 2007 SIGMOD 0.00014231163
834 Debugging Schema Mappings with Routes 2006 VLDB 0.00013724553
1,030 Data-Driven Understanding and Refinement of Schema Mappings 2001 SIGMOD 0.00012545209
1,652 The iBench Integration Metadata Generator 2016 VLDB 0.00010109142
1,751 Sample-Driven Schema Mapping 2012 SIGMOD 9.838446e-05
1,897 Exemplar Queries: Give me an Example of What You Need 2014 VLDB 9.5243334e-05
2,215 Characterizing Schema Mappings via Data Examples 2010 PODS 8.93781e-05
2,639 Learning and Verifying Quantified Boolean Queries by Example 2013 PODS 8.3078378e-05
3,341 Designing and Refining Schema Mappings via Data Examples 2011 SIGMOD 7.5028917e-05
3,422 SPARQLByE: Querying RDF data by example 2016 VLDB 7.426997e-05
4,246 Playful Query Specification with DataPlay 2012 VLDB 6.8057675e-05
4,320 Normalization and Optimization of Schema Mappings 2009 VLDB 6.762853e-05
5,274 EIRENE: Interactive Design and Refinement of Schema Mappings via Data Examples 2011 VLDB 6.2888391e-05
5,389 A First Tutorial on Dataspaces 2008 VLDB 6.2346998e-05
6,612 TRAMP: Understanding the Behavior of Schema Mappings through Provenance 2010 VLDB 5.8220265e-05
9,454 Debugging Data Exchange with Vagabond 2011 VLDB 5.2655497e-05
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# Overall Rank Paper Year Venue
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4 9,790 Meta-Mappings for Schema Mapping Reuse 2019 VLDB
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