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Data-Driven Understanding and Refinement of Schema Mappings

Summary: Data-driven framework uses examples to understand and refine declarative schema mappings. A set of intuitive operators lets users navigate sources, identify mappings, and distinguish alternatives, enabling quick construction of complex transformations. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
hddeccbf454a1cb45
Venue
SIGMOD
Year
2001
Pagerank
0.00012298141
Overall Rank
1,050 | 92.95%
DOI
10.1145/375663.375729

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{yan_sigmod01,
        title = {{Data-Driven Understanding and Refinement of Schema Mappings}},
        author = {Yan, Ling Ling and Miller, Renée J. and Haas, Laura M. and Fagin, Ronald},
        series = {{SIGMOD} '01},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/375663.375729},
        url = {https://dl.acm.org/doi/10.1145/375663.375729},
        year = {2001}
}

Incoming Citations (Sorted by Pagerank)

Showing 24 of 24 citing papers.

Rank Citing Paper Year Venue Pagerank
190 Applying Model Management to Classical Meta Data Problems 2003 CIDR 0.00025768763
793 Model Management 2.0: Manipulating Richer Mappings 2007 SIGMOD 0.00013942384
822 On Schema Matching with Opaque Column Names and Data Values 2003 SIGMOD 0.00013651306
824 Data Integration: The Teenage Years 2006 VLDB 0.00013646923
845 Debugging Schema Mappings with Routes 2006 VLDB 0.00013526977
1,776 Sample-Driven Schema Mapping 2012 SIGMOD 9.6674087e-05
1,958 iMAP: Discovering Complex Semantic Matches between Database Schemas 2004 SIGMOD 9.3145711e-05
1,993 Clio: A Semi-Automatic Tool For Schema Mapping 2001 SIGMOD 9.2222424e-05
2,244 Characterizing Schema Mappings via Data Examples 2010 PODS 8.7653687e-05
2,580 Tuning Schema Matching Software using Synthetic Scenarios 2005 VLDB 8.2716518e-05
3,304 Multi-column Substring Matching for Database Schema Translation 2006 VLDB 7.4426486e-05
3,397 Designing and Refining Schema Mappings via Data Examples 2011 SIGMOD 7.3366398e-05
3,759 Toward Large Scale Integration: Building a MetaQuerier over Databases on the Web 2005 CIDR 7.0430209e-05
4,215 Interactive Mapping Specification with Exemplar Tuples 2017 SIGMOD 6.7285738e-05
4,280 Core Schema Mappings 2009 SIGMOD 6.6898592e-05
5,256 Cooperative Update Exchange in the Youtopia System 2009 VLDB 6.2073004e-05
6,657 Data Migration using Datalog Program Synthesis 2020 VLDB 5.7187028e-05
6,714 TRAMP: Understanding the Behavior of Schema Mappings through Provenance 2010 VLDB 5.7000511e-05
8,184 Muse: A System for Understanding and Designing Mappings 2008 SIGMOD 5.3816659e-05
8,381 Automated Migration of Hierarchical Data to Relational Tables using Programming-by-Example 2018 VLDB 5.3428083e-05
9,171 Analyzing and Revising Data Integration Schemas to Improve Their Matchability 2008 VLDB 5.2141009e-05
9,291 Knowledge Translation 2020 VLDB 5.2003084e-05
9,549 GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example 2023 SIGMOD 5.1599622e-05
12,932 BIwTL: A Business Information Warehouse Toolkit and Language for Warehousing Simplification and Automation 2007 SIGMOD 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 0 of 0 cited papers.

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

Rank Cited Paper Year Venue Pagerank
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5 4,406 Normalization and Optimization of Schema Mappings 2009 VLDB
6 3,974 On the Complexity of Deriving Schema Mappings from Database Instances 2008 PODS
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9 4,215 Interactive Mapping Specification with Exemplar Tuples 2017 SIGMOD
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