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Schema Mapping as Query Discovery

Summary: Proposes an interactive schema mapping paradigm based on value correspondences to derive target queries from legacy data. Clio, a semi-automatic mapping prototype, uses evolving value correspondences and an algorithm to derive queries as correspondences change. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h78512e6c2e0d52c3
Venue
VLDB
Year
2000
Pagerank
0.00026277842
Overall Rank
182 | 98.78%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{miller_vldb00,
        title = {{Schema Mapping as Query Discovery}},
        author = {Miller, Renee J. and Haas, Laura M. and Hernandez, Mauricio A.},
        journal = {PVLDB},
        series = {{VLDB} '00},
        pages = {77--88},
        year = {2000}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 50 citing papers.

Rank Citing Paper Year Venue Pagerank
95 Potter's Wheel: An Interactive Data Cleaning System 2001 VLDB 0.00034382643
190 Applying Model Management to Classical Meta Data Problems 2003 CIDR 0.00025768763
269 Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach 2001 SIGMOD 0.00022620777
296 Generic Schema Matching with Cupid 2001 VLDB 0.00021867512
392 Data Exchange: Getting to the Core 2003 PODS 0.0001922472
435 Mining Database Structure; Or, How to Build a Data Quality Browser 2002 SIGMOD 0.0001832766
480 Clio Grows Up: From Research Prototype to Industrial Tool 2005 SIGMOD 0.00017608007
517 Schema Mappings, Data Exchange, and Metadata Management 2005 PODS 0.00016948466
793 Model Management 2.0: Manipulating Richer Mappings 2007 SIGMOD 0.00013942384
814 An Interactive Clustering-based Approach to Integrating Source Query Interfaces on the Deep Web 2004 SIGMOD 0.00013719268
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
905 Constraint-Based XML Query Rewriting for Data Integration 2004 SIGMOD 0.00013170652
1,220 Semantic Adaptation of Schema Mappings when Schemas Evolve 2005 VLDB 0.00011474444
1,505 Generic Schema Matching, Ten Years Later 2011 VLDB 0.00010454635
1,686 Garlic: A New Flavor of Federated Query Processing for DB2 2002 SIGMOD 9.8709217e-05
1,993 Clio: A Semi-Automatic Tool For Schema Mapping 2001 SIGMOD 9.2222424e-05
2,158 Open Data Integration 2018 VLDB 8.941016e-05
2,273 A Platform for Personal Information Management and Integration 2005 CIDR 8.7118476e-05
2,300 Leveraging Data and Structure in Ontology Integration 2007 SIGMOD 8.6724454e-05
2,498 Compiling Mappings to Bridge Applications and Databases 2007 SIGMOD 8.3830999e-05
2,504 Query-Oriented Data Cleaning with Oracles 2015 SIGMOD 8.3782213e-05
2,594 Computing Cores for Data Exchange: New Algorithms and Practical Solutions 2005 PODS 8.2426092e-05
2,679 FastQRE: Fast Query Reverse Engineering 2018 SIGMOD 8.1453935e-05
2,849 Nested Mappings: Schema Mapping Reloaded 2006 VLDB 7.942171e-05
3,558 ++Spicy: an Open-Source Tool for Second-Generation Schema Mapping and Data Exchange 2011 VLDB 7.2077064e-05
4,280 Core Schema Mappings 2009 SIGMOD 6.6898592e-05
4,602 Reducing Uncertainty of Schema Matching via Crowdsourcing 2013 VLDB 6.5072085e-05
4,661 CrowdMatcher: Crowd-Assisted Schema Matching 2014 SIGMOD 6.4816387e-05
5,176 Scalable Data Exchange with Functional Dependencies 2010 VLDB 6.2415413e-05
5,981 Active Learning of GAV Schema Mappings 2018 PODS 5.9278637e-05
6,312 Putting Context into Schema Matching 2006 VLDB 5.8171904e-05
6,508 (Almost) Hands-Off Information Integration for the Life Sciences 2005 CIDR 5.760287e-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
6,967 Sampling Dirty Data for Matching Attributes 2010 SIGMOD 5.6323307e-05
7,002 FICSR: Feedback-based InConSistency Resolution and Query Processing on Misaligned Data Sources 2007 SIGMOD 5.624639e-05
7,673 A Generic solution for Warehousing Business Process Data 2007 VLDB 5.4772833e-05
7,707 Data Exchange with Data-Metadata Translations 2008 VLDB 5.4726584e-05
8,381 Automated Migration of Hierarchical Data to Relational Tables using Programming-by-Example 2018 VLDB 5.3428083e-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
9,555 Leveraging Query Logs for Schema Mapping Generation in U-MAP 2011 SIGMOD 5.1581688e-05
9,594 Data Coordination: Supporting Contingent Updates 2011 VLDB 5.1563237e-05
9,830 Relational Data Mapping in MIQIS 2005 SIGMOD 5.1247782e-05
9,945 Meta-Mappings for Schema Mapping Reuse 2019 VLDB 5.1038482e-05
11,428 Versatile Property Graph Transformations 2025 VLDB 4.9793485e-05
12,932 BIwTL: A Business Information Warehouse Toolkit and Language for Warehousing Simplification and Automation 2007 SIGMOD 4.9793485e-05
12,940 Integrating and Querying Taxonomies with QUEST in the Presence of Conflicts 2007 SIGMOD 4.9793485e-05
13,029 SMART: A Tool for Semantic-Driven Creation of Complex XML Mappings 2005 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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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 4,704 Towards a Theory of Schema-Mapping Optimization 2008 PODS
2 4,268 Mapping Adaptation under Evolving Schemas 2003 VLDB
3 4,280 Core Schema Mappings 2009 SIGMOD
4 517 Schema Mappings, Data Exchange, and Metadata Management 2005 PODS
5 9,945 Meta-Mappings for Schema Mapping Reuse 2019 VLDB
6 3,397 Designing and Refining Schema Mappings via Data Examples 2011 SIGMOD
7 4,297 Semi-Automatic Schema Integration in Clio 2007 VLDB
8 426 Translating Web Data 2002 VLDB
9 1,050 Data-Driven Understanding and Refinement of Schema Mappings 2001 SIGMOD
10 1,993 Clio: A Semi-Automatic Tool For Schema Mapping 2001 SIGMOD