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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
h3e2b5393ff48f230
Venue
SIGMOD
Year
2017
Pagerank
6.725391e-05
Overall Rank
4,217 | 71.66%
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
3,504 Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity 2019 VLDB 7.2483123e-05
5,982 Active Learning of GAV Schema Mappings 2018 PODS 5.9250649e-05
6,333 New Trends on Exploratory Methods for Data Analytics 2017 VLDB 5.8095741e-05
6,661 Data Migration using Datalog Program Synthesis 2020 VLDB 5.7159966e-05
8,508 Reflections on Schema Mappings, Data Exchange, and Metadata Management 2018 PODS 5.3269436e-05
8,516 Exploring the Data Wilderness through Examples 2019 SIGMOD 5.3239705e-05
9,375 Transforming Property Graphs 2024 VLDB 5.1843659e-05
9,953 Meta-Mappings for Schema Mapping Reuse 2019 VLDB 5.1014321e-05
10,241 Scalable and Usable Relational Learning With Automatic Language Bias 2021 SIGMOD 5.0524002e-05
12,137 Demonstration of a Multiresolution Schema Mapping System 2019 CIDR 4.9769913e-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
319 Making Database Systems Usable 2007 SIGMOD 0.00021155013
427 Translating Web Data 2002 VLDB 0.00018475614
793 Model Management 2.0: Manipulating Richer Mappings 2007 SIGMOD 0.00013935809
846 Debugging Schema Mappings with Routes 2006 VLDB 0.00013527027
1,050 Data-Driven Understanding and Refinement of Schema Mappings 2001 SIGMOD 0.00012292764
1,683 The iBench Integration Metadata Generator 2016 VLDB 9.8804382e-05
1,776 Sample-Driven Schema Mapping 2012 SIGMOD 9.6631141e-05
1,955 Exemplar Queries: Give me an Example of What You Need 2014 VLDB 9.3136735e-05
2,246 Characterizing Schema Mappings via Data Examples 2010 PODS 8.7612699e-05
2,685 Learning and Verifying Quantified Boolean Queries by Example 2013 PODS 8.1334309e-05
3,397 Designing and Refining Schema Mappings via Data Examples 2011 SIGMOD 7.3332055e-05
3,482 SPARQLByE: Querying RDF data by example 2016 VLDB 7.263568e-05
4,328 Playful Query Specification with DataPlay 2012 VLDB 6.6582731e-05
4,408 Normalization and Optimization of Schema Mappings 2009 VLDB 6.6094372e-05
5,403 EIRENE: Interactive Design and Refinement of Schema Mappings via Data Examples 2011 VLDB 6.1452376e-05
5,526 A First Tutorial on Dataspaces 2008 VLDB 6.0922984e-05
6,719 TRAMP: Understanding the Behavior of Schema Mappings through Provenance 2010 VLDB 5.6973551e-05
9,639 Debugging Data Exchange with Vagabond 2011 VLDB 5.1451261e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 4,281 Core Schema Mappings 2009 SIGMOD
2 4,268 Mapping Adaptation under Evolving Schemas 2003 VLDB
3 9,953 Meta-Mappings for Schema Mapping Reuse 2019 VLDB
4 9,180 Analyzing and Revising Data Integration Schemas to Improve Their Matchability 2008 VLDB
5 6,238 MapMerge: Correlating Independent Schema Mappings 2010 VLDB
6 182 Schema Mapping as Query Discovery 2000 VLDB
7 1,776 Sample-Driven Schema Mapping 2012 SIGMOD
8 5,754 Interactive Generation of Integrated Schemas 2008 SIGMOD
9 3,397 Designing and Refining Schema Mappings via Data Examples 2011 SIGMOD
10 1,050 Data-Driven Understanding and Refinement of Schema Mappings 2001 SIGMOD