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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
8827
Venue
VLDB
Year
2000
Pagerank
0.00026772368
Overall Rank
180 | 98.77%
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
94 Potter's Wheel: An Interactive Data Cleaning System 2001 VLDB 0.00034616103
183 Applying Model Management to Classical Meta Data Problems 2003 CIDR 0.00026283359
263 Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach 2001 SIGMOD 0.0002305693
297 Generic Schema Matching with Cupid 2001 VLDB 0.00022157284
377 Data Exchange: Getting to the Core 2003 PODS 0.00019643793
432 Mining Database Structure; Or, How to Build a Data Quality Browser 2002 SIGMOD 0.00018572055
469 Clio Grows Up: From Research Prototype to Industrial Tool 2005 SIGMOD 0.00017973925
506 Schema Mappings, Data Exchange, and Metadata Management 2005 PODS 0.0001728171
762 Model Management 2.0: Manipulating Richer Mappings 2007 SIGMOD 0.00014231163
791 An Interactive Clustering-based Approach to Integrating Source Query Interfaces on the Deep Web 2004 SIGMOD 0.00013995705
808 On Schema Matching with Opaque Column Names and Data Values 2003 SIGMOD 0.00013884332
879 Constraint-Based XML Query Rewriting for Data Integration 2004 SIGMOD 0.00013456577
917 Data Integration: The Teenage Years 2006 VLDB 0.00013224381
1,194 Semantic Adaptation of Schema Mappings when Schemas Evolve 2005 VLDB 0.00011730556
1,497 Generic Schema Matching, Ten Years Later 2011 VLDB 0.00010568859
1,675 Garlic: A New Flavor of Federated Query Processing for DB2 2002 SIGMOD 0.00010035333
1,953 Clio: A Semi-Automatic Tool For Schema Mapping 2001 SIGMOD 9.4221557e-05
2,216 Open Data Integration 2018 VLDB 8.9374127e-05
2,236 A Platform for Personal Information Management and Integration 2005 CIDR 8.8902064e-05
2,252 Leveraging Data and Structure in Ontology Integration 2007 SIGMOD 8.8675372e-05
2,464 Compiling Mappings to Bridge Applications and Databases 2007 SIGMOD 8.5480977e-05
2,550 Computing Cores for Data Exchange: New Algorithms and Practical Solutions 2005 PODS 8.4290753e-05
2,570 Query-Oriented Data Cleaning with Oracles 2015 SIGMOD 8.4061164e-05
2,631 FastQRE: Fast Query Reverse Engineering 2018 SIGMOD 8.3231158e-05
2,785 Nested Mappings: Schema Mapping Reloaded 2006 VLDB 8.1236628e-05
3,487 ++Spicy: an Open-Source Tool for Second-Generation Schema Mapping and Data Exchange 2011 VLDB 7.3687386e-05
4,193 Core Schema Mappings 2009 SIGMOD 6.842657e-05
4,539 Reducing Uncertainty of Schema Matching via Crowdsourcing 2013 VLDB 6.6403822e-05
4,568 CrowdMatcher: Crowd-Assisted Schema Matching 2014 SIGMOD 6.625684e-05
5,060 Scalable Data Exchange with Functional Dependencies 2010 VLDB 6.3803935e-05
5,859 Active Learning of GAV Schema Mappings 2018 PODS 6.0637959e-05
6,252 Putting Context into Schema Matching 2006 VLDB 5.941182e-05
6,532 (Almost) Hands-Off Information Integration for the Life Sciences 2005 CIDR 5.8488924e-05
6,533 Data Migration using Datalog Program Synthesis 2020 VLDB 5.8488042e-05
6,612 TRAMP: Understanding the Behavior of Schema Mappings through Provenance 2010 VLDB 5.8220265e-05
6,827 Sampling Dirty Data for Matching Attributes 2010 SIGMOD 5.7616041e-05
6,856 FICSR: Feedback-based InConSistency Resolution and Query Processing on Misaligned Data Sources 2007 SIGMOD 5.7530103e-05
7,527 A Generic solution for Warehousing Business Process Data 2007 VLDB 5.6029996e-05
7,561 Data Exchange with Data-Metadata Translations 2008 VLDB 5.5982686e-05
8,217 Automated Migration of Hierarchical Data to Relational Tables using Programming-by-Example 2018 VLDB 5.4644927e-05
9,119 Knowledge Translation 2020 VLDB 5.3196675e-05
9,412 Data Coordination: Supporting Contingent Updates 2011 VLDB 5.2746689e-05
9,422 Leveraging Query Logs for Schema Mapping Generation in U-MAP 2011 SIGMOD 5.2723842e-05
9,436 GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example 2023 SIGMOD 5.2692207e-05
9,656 Relational Data Mapping in MIQIS 2005 SIGMOD 5.2421655e-05
9,790 Meta-Mappings for Schema Mapping Reuse 2019 VLDB 5.220833e-05
11,069 Versatile Property Graph Transformations 2025 VLDB 5.093636e-05
12,642 BIwTL: A Business Information Warehouse Toolkit and Language for Warehousing Simplification and Automation 2007 SIGMOD 5.093636e-05
12,650 Integrating and Querying Taxonomies with QUEST in the Presence of Conflicts 2007 SIGMOD 5.093636e-05
12,739 SMART: A Tool for Semantic-Driven Creation of Complex XML Mappings 2005 SIGMOD 5.093636e-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 4,608 Towards a Theory of Schema-Mapping Optimization 2008 PODS
2 4,181 Mapping Adaptation under Evolving Schemas 2003 VLDB
3 4,193 Core Schema Mappings 2009 SIGMOD
4 506 Schema Mappings, Data Exchange, and Metadata Management 2005 PODS
5 9,790 Meta-Mappings for Schema Mapping Reuse 2019 VLDB
6 3,341 Designing and Refining Schema Mappings via Data Examples 2011 SIGMOD
7 4,239 Semi-Automatic Schema Integration in Clio 2007 VLDB
8 416 Translating Web Data 2002 VLDB
9 1,030 Data-Driven Understanding and Refinement of Schema Mappings 2001 SIGMOD
10 1,953 Clio: A Semi-Automatic Tool For Schema Mapping 2001 SIGMOD