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Applying Model Management to Classical Meta Data Problems

Summary: Provides a higher-level programming interface by treating schemas and interface definitions as first-class "models" and mappings as bulk objects, with operators (Match, Merge, Diff, Compose, Apply, ModelGen). Applies this model-management algebra to simplify and generalize schema integration, schema evolution, and round-trip engineering. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
hd0225f77aa2f1db7
Venue
CIDR
Year
2003
Pagerank
0.00025757196
Overall Rank
191 | 98.72%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{bernstein_cidr03,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '03},
        title = {{Applying Model Management to Classical Meta Data Problems}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Bernstein, Philip A.},
        year = {2003}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 54 citing papers.

Rank Citing Paper Year Venue Pagerank
481 Clio Grows Up: From Research Prototype to Industrial Tool 2005 SIGMOD 0.00017600067
484 Data Integration for the Relational Web 2009 VLDB 0.00017541069
517 Schema Mappings, Data Exchange, and Metadata Management 2005 PODS 0.0001694094
793 Model Management 2.0: Manipulating Richer Mappings 2007 SIGMOD 0.00013935809
814 Composing Mappings Among Data Sources 2003 VLDB 0.000137163
824 Data Integration: The Teenage Years 2006 VLDB 0.00013641217
846 Debugging Schema Mappings with Routes 2006 VLDB 0.00013527027
992 Web-scale Data Integration: You can only afford to Pay As You Go 2007 CIDR 0.00012641942
1,222 Semantic Adaptation of Schema Mappings when Schemas Evolve 2005 VLDB 0.00011469037
1,460 Inverting Schema Mappings 2006 PODS 0.00010580166
1,522 Composition of Mappings Given by Embedded Dependencies 2005 PODS 0.00010362522
1,761 Rondo: A Programming Platform for Generic Model Management 2003 SIGMOD 9.706149e-05
1,811 Supporting Executable Mappings in Model Management 2005 SIGMOD 9.583052e-05
2,051 Merging Models Based on Given Correspondences 2003 VLDB 9.1171917e-05
2,075 Graceful Database Schema Evolution: the PRISM Workbench 2008 VLDB 9.0810058e-05
2,192 Data Integration: After the Teenage Years 2017 PODS 8.8826744e-05
2,392 Quasi-inverses of Schema Mappings 2007 PODS 8.5327323e-05
2,410 Implementing Mapping Composition 2006 VLDB 8.5106165e-05
2,797 Inferring XML Schema Definitions from XML Data 2007 VLDB 7.9933558e-05
2,901 Incremental Schema Matching 2006 VLDB 7.8793389e-05
3,019 The Recovery of a Schema Mapping: Bringing Exchanged Data Back 2008 PODS 7.7434413e-05
3,244 Inference of Concise DTDs from XML Data 2006 VLDB 7.4956321e-05
3,564 The Complexity of Data Exchange 2006 PODS 7.2021386e-05
3,975 On the Complexity of Deriving Schema Mappings from Database Instances 2008 PODS 6.8839105e-05
4,300 The Missing Piece in Complex Analytics: Low Latency, Scalable Model Management and Serving with Velox 2015 CIDR 6.676283e-05
4,425 Managing and Querying Transaction-time Databases under Schema Evolution 2008 VLDB 6.6019689e-05
4,533 Data Exchange beyond Complete Data 2011 PODS 6.5552806e-05
4,555 Extracting and Querying a Comprehensive Web Database 2009 CIDR 6.5360312e-05
4,658 Update Rewriting and Integrity Constraint Maintenance in a Schema Evolution Support System: PRISM++ 2011 VLDB 6.4797461e-05
4,706 Towards a Theory of Schema-Mapping Optimization 2008 PODS 6.4574226e-05
5,366 Interactive Schema Translation with Instance-Level Mappings 2005 VLDB 6.1582525e-05
5,754 Interactive Generation of Integrated Schemas 2008 SIGMOD 6.0033e-05
6,010 Reverse Data Exchange: Coping with Nulls 2009 PODS 5.9119713e-05
6,265 Inverting Schema Mappings: Bridging the Gap between Theory and Practice 2009 VLDB 5.8299552e-05
6,490 Synthesizing Type-Detection Logic for Rich Semantic Data Types using Open-source Code 2018 SIGMOD 5.7653145e-05
6,661 Data Migration using Datalog Program Synthesis 2020 VLDB 5.7159966e-05
7,584 Scalable Architecture and Query Optimization for Transaction-time DBs with Evolving Schemas 2010 SIGMOD 5.4898986e-05
7,588 Unity Catalog: Open and Universal Governance for the Lakehouse and Beyond 2025 SIGMOD 5.4884845e-05
7,713 Data Exchange with Data-Metadata Translations 2008 VLDB 5.4700678e-05
8,022 Foundations of Schema Mapping Management 2010 PODS 5.4037117e-05
8,508 Reflections on Schema Mappings, Data Exchange, and Metadata Management 2018 PODS 5.3269436e-05
8,932 MIDST: Model Independent Schema and Data Translation 2007 SIGMOD 5.2534908e-05
9,179 The Role of Schema Matching in Large Enterprises 2009 CIDR 5.2116341e-05
9,901 Data Integration and Data Exchange: It’s Really About Time 2013 CIDR 5.110499e-05
10,207 Structures, Semantics and Statistics 2004 VLDB 5.0587875e-05
10,458 CONE: Embeddings for Complex Numerical Data Preserving Unit and Variable Semantics 2026 SIGMOD 4.9769913e-05
11,857 Simplifying Access to Large-scale Structured Datasets by Meta-Profiling with Scalable Training Set Enrichment 2022 SIGMOD 4.9769913e-05
12,398 Recovering Exchanged Data 2015 PODS 4.9769913e-05
12,709 Simplifying XML Schema: Single-Type Approximations of Regular Tree Languages 2010 PODS 4.9769913e-05
12,796 Simplifying XML Schema: Effortless Handling of Nondeterministic Regular Expressions 2009 SIGMOD 4.9769913e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

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

Rank Cited Paper Year Venue Pagerank
182 Schema Mapping as Query Discovery 2000 VLDB 0.00026265768
615 Semantics and Implementation of Schema Evolution in Object-Oriented Databases 1987 SIGMOD 0.00015557404
908 Meaningful Change Detection in Structured Data 1997 SIGMOD 0.00013151499
1,050 Data-Driven Understanding and Refinement of Schema Mappings 2001 SIGMOD 0.00012292764
3,067 A Formal View Integration Method 1986 SIGMOD 7.6848301e-05
3,912 Structural Matching and Discovery in Document Databases 1997 SIGMOD 6.9274478e-05
4,802 Sangam - A Solution to Support Multiple Data Models, Their Mappings and Maintenance 2001 SIGMOD 6.4079466e-05
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