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Model Management 2.0: Manipulating Richer Mappings

Summary: Model Management 2.0 revisits rich mappings, enabling match, compose, diff, merge, and translate schemas into transformations. It adds a runtime to execute mappings and a revised vision with expressive mappings, highlighting data integration challenges. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h876833d968866a66
Venue
SIGMOD
Year
2007
Pagerank
0.00013895182
Overall Rank
795 | 94.68%
DOI
10.1145/1247480.1247482

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{bernstein_sigmod07,
        title = {{Model Management 2.0: Manipulating Richer Mappings}},
        author = {Bernstein, Philip A. and Melnik, Sergey},
        series = {{SIGMOD} '07},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1247480.1247482},
        url = {https://dl.acm.org/doi/10.1145/1247480.1247482},
        year = {2007}
}

Incoming Citations (Sorted by Pagerank)

Showing 33 of 33 citing papers.

Rank Citing Paper Year Venue Pagerank
1,503 Generic Schema Matching, Ten Years Later 2011 VLDB 0.00010428871
1,616 SystemDS: A Declarative Machine Learning System for the End-to-End Data Science Lifecycle 2020 CIDR 0.00010048776
1,761 Data Fusion – Resolving Data Conflicts for Integration 2009 VLDB 9.6966864e-05
2,324 STBenchmark: Towards a Benchmark for Mapping Systems 2008 VLDB 8.6292375e-05
2,459 Tracing Data Errors with View-Conditioned Causality 2011 SIGMOD 8.4137923e-05
2,508 Compiling Mappings to Bridge Applications and Databases 2007 SIGMOD 8.3515858e-05
3,026 The Recovery of a Schema Mapping: Bringing Exchanged Data Back 2008 PODS 7.7180269e-05
4,234 Interactive Mapping Specification with Exemplar Tuples 2017 SIGMOD 6.7034362e-05
4,287 Automatic Example Queries for Ad Hoc Databases 2011 SIGMOD 6.6684778e-05
4,428 Normalization and Optimization of Schema Mappings 2009 VLDB 6.5877699e-05
4,493 Data Exchange and Schema Mappings in Open and Closed Worlds 2008 PODS 6.5609585e-05
4,547 Data Exchange beyond Complete Data 2011 PODS 6.5336862e-05
4,719 Towards a Theory of Schema-Mapping Optimization 2008 PODS 6.4363252e-05
5,230 Saga: A Scalable Framework for Optimizing Data Cleaning Pipelines for Machine Learning Applications 2023 SIGMOD 6.2059854e-05
5,765 Interactive Generation of Integrated Schemas 2008 SIGMOD 5.9839567e-05
6,277 Inverting Schema Mappings: Bridging the Gap between Theory and Practice 2009 VLDB 5.8106802e-05
7,410 Object/Relational Mapping 2008: Hibernate and the Entity Data Model (EDM) 2008 SIGMOD 5.5167557e-05
7,726 Data Exchange with Data-Metadata Translations 2008 VLDB 5.4519903e-05
8,038 Foundations of Schema Mapping Management 2010 PODS 5.385844e-05
8,510 Reflections on Schema Mappings, Data Exchange, and Metadata Management 2018 PODS 5.3119684e-05
8,619 XML Schema Mappings 2009 PODS 5.2870085e-05
9,013 Function Symbols in Tuple-Generating Dependencies: Expressive Power and Computability 2015 PODS 5.2235877e-05
9,401 Transforming Property Graphs 2024 VLDB 5.1672232e-05
9,628 Data Coordination: Supporting Contingent Updates 2011 VLDB 5.1368432e-05
9,936 Data Integration and Data Exchange: It’s Really About Time 2013 CIDR 5.0936191e-05
9,986 Meta-Mappings for Schema Mapping Reuse 2019 VLDB 5.0845636e-05
10,524 CONE: Embeddings for Complex Numerical Data Preserving Unit and Variable Semantics 2026 SIGMOD 4.9605343e-05
11,487 Versatile Property Graph Transformations 2025 VLDB 4.9605343e-05
11,673 DTGraph: Declarative Transformations of Property Graphs 2024 VLDB 4.9605343e-05
11,901 Simplifying Access to Large-scale Structured Datasets by Meta-Profiling with Scalable Training Set Enrichment 2022 SIGMOD 4.9605343e-05
12,719 Pay-As-You-Go Mapping Selection in Dataspaces 2011 SIGMOD 4.9605343e-05
12,750 Certain Answers for XML Queries 2010 PODS 4.9605343e-05
12,908 The Spicy System: Towards a Notion of Mapping Quality 2008 SIGMOD 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 34 of 34 cited papers.

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

Rank Cited Paper Year Venue Pagerank
24 Data Integration: A Theoretical Perspective 2002 PODS 0.00055201845
150 Making Smalltalk a Database System 1984 SIGMOD 0.00028835071
184 Schema Mapping as Query Discovery 2000 VLDB 0.00026196483
193 Applying Model Management to Classical Meta Data Problems 2003 CIDR 0.0002567932
239 Complexity of Answering Queries Using Materialized Views 1998 PODS 0.00023510465
393 Data Exchange: Getting to the Core 2003 PODS 0.00019157229
428 Relative Information Capacity of Simple Relational Database Schemata 1984 PODS 0.00018419906
482 Clio Grows Up: From Research Prototype to Industrial Tool 2005 SIGMOD 0.00017543325
524 Schema Mappings, Data Exchange, and Metadata Management 2005 PODS 0.00016888746
708 Composing Schema Mappings: Second-Order Dependencies to the Rescue 2004 PODS 0.00014605712
846 Debugging Schema Mappings with Routes 2006 VLDB 0.00013486084
1,054 Data-Driven Understanding and Refinement of Schema Mappings 2001 SIGMOD 0.00012253927
1,120 Principles of Dataspace Systems 2006 PODS 0.00011920747
1,225 Semantic Adaptation of Schema Mappings when Schemas Evolve 2005 VLDB 0.00011432568
1,464 Inverting Schema Mappings 2006 PODS 0.00010547427
1,526 Composition of Mappings Given by Embedded Dependencies 2005 PODS 0.00010328706
1,774 Rondo: A Programming Platform for Generic Model Management 2003 SIGMOD 9.6749725e-05
1,820 Supporting Executable Mappings in Model Management 2005 SIGMOD 9.5518912e-05
2,060 Merging Models Based on Given Correspondences 2003 VLDB 9.0880006e-05
2,402 Quasi-inverses of Schema Mappings 2007 PODS 8.5051123e-05
2,418 Implementing Mapping Composition 2006 VLDB 8.4831825e-05
2,508 Compiling Mappings to Bridge Applications and Databases 2007 SIGMOD 8.3515858e-05
2,631 Processing Queries Over Generalization Hierarchies in a Multidatabase System 1983 VLDB 8.1810097e-05
2,860 Nested Mappings: Schema Mapping Reloaded 2006 VLDB 7.9123643e-05
2,916 Incremental Schema Matching 2006 VLDB 7.8537021e-05
2,986 Anatomy of the ADO.NET Entity Framework 2007 SIGMOD 7.767716e-05
3,075 A Formal View Integration Method 1986 SIGMOD 7.6600987e-05
3,754 Enterprise Information Integration: Successes, Challenges and Controversies 2005 SIGMOD 7.0295581e-05
4,283 Mapping Adaptation under Evolving Schemas 2003 VLDB 6.6712962e-05
4,407 Data Delivery in a Service-Oriented World: The BEA AquaLogic Data Services Platform 2006 SIGMOD 6.6022327e-05
5,384 Interactive Schema Translation with Instance-Level Mappings 2005 VLDB 6.1378958e-05
5,519 On the Computation of Relational View Complements 2002 PODS 6.0843957e-05
6,758 Information Preserving XML Schema Embedding 2005 VLDB 5.6714382e-05
13,231 Panel: Is Generic Metadata Management Feasible? 2000 VLDB 4.9605343e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 9,986 Meta-Mappings for Schema Mapping Reuse 2019 VLDB
2 524 Schema Mappings, Data Exchange, and Metadata Management 2005 PODS
3 4,283 Mapping Adaptation under Evolving Schemas 2003 VLDB
4 6,193 The Integrated Data Model: A Database Perspective 1983 VLDB
5 4,824 Sangam - A Solution to Support Multiple Data Models, Their Mappings and Maintenance 2001 SIGMOD
6 2,508 Compiling Mappings to Bridge Applications and Databases 2007 SIGMOD
7 14,356 Generic Model Management: Experiences and Open Questions 2002 VLDB
8 14,366 An Extensible System for Merging Two Models 2002 VLDB
9 1,820 Supporting Executable Mappings in Model Management 2005 SIGMOD
10 193 Applying Model Management to Classical Meta Data Problems 2003 CIDR