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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
0.00013935809
Overall Rank
793 | 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
1,505 Generic Schema Matching, Ten Years Later 2011 VLDB 0.00010449986
1,669 SystemDS: A Declarative Machine Learning System for the End-to-End Data Science Lifecycle 2020 CIDR 9.9324573e-05
1,755 Data Fusion – Resolving Data Conflicts for Integration 2009 VLDB 9.7195104e-05
2,314 STBenchmark: Towards a Benchmark for Mapping Systems 2008 VLDB 8.6565144e-05
2,458 Tracing Data Errors with View-Conditioned Causality 2011 SIGMOD 8.4334752e-05
2,500 Compiling Mappings to Bridge Applications and Databases 2007 SIGMOD 8.3791317e-05
3,019 The Recovery of a Schema Mapping: Bringing Exchanged Data Back 2008 PODS 7.7434413e-05
4,217 Interactive Mapping Specification with Exemplar Tuples 2017 SIGMOD 6.725391e-05
4,274 Automatic Example Queries for Ad Hoc Databases 2011 SIGMOD 6.6889069e-05
4,408 Normalization and Optimization of Schema Mappings 2009 VLDB 6.6094372e-05
4,473 Data Exchange and Schema Mappings in Open and Closed Worlds 2008 PODS 6.5817215e-05
4,533 Data Exchange beyond Complete Data 2011 PODS 6.5552806e-05
4,706 Towards a Theory of Schema-Mapping Optimization 2008 PODS 6.4574226e-05
5,574 Saga: A Scalable Framework for Optimizing Data Cleaning Pipelines for Machine Learning Applications 2023 SIGMOD 6.0773771e-05
5,754 Interactive Generation of Integrated Schemas 2008 SIGMOD 6.0033e-05
6,265 Inverting Schema Mappings: Bridging the Gap between Theory and Practice 2009 VLDB 5.8299552e-05
7,393 Object/Relational Mapping 2008: Hibernate and the Entity Data Model (EDM) 2008 SIGMOD 5.535058e-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
8,598 XML Schema Mappings 2009 PODS 5.3045486e-05
8,993 Function Symbols in Tuple-Generating Dependencies: Expressive Power and Computability 2015 PODS 5.2409174e-05
9,375 Transforming Property Graphs 2024 VLDB 5.1843659e-05
9,602 Data Coordination: Supporting Contingent Updates 2011 VLDB 5.1538827e-05
9,901 Data Integration and Data Exchange: It’s Really About Time 2013 CIDR 5.110499e-05
9,953 Meta-Mappings for Schema Mapping Reuse 2019 VLDB 5.1014321e-05
10,458 CONE: Embeddings for Complex Numerical Data Preserving Unit and Variable Semantics 2026 SIGMOD 4.9769913e-05
11,434 Versatile Property Graph Transformations 2025 VLDB 4.9769913e-05
11,626 DTGraph: Declarative Transformations of Property Graphs 2024 VLDB 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
12,676 Pay-As-You-Go Mapping Selection in Dataspaces 2011 SIGMOD 4.9769913e-05
12,707 Certain Answers for XML Queries 2010 PODS 4.9769913e-05
12,865 The Spicy System: Towards a Notion of Mapping Quality 2008 SIGMOD 4.9769913e-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 0.00055018384
150 Making Smalltalk a Database System 1984 SIGMOD 0.00028917874
182 Schema Mapping as Query Discovery 2000 VLDB 0.00026265768
191 Applying Model Management to Classical Meta Data Problems 2003 CIDR 0.00025757196
238 Complexity of Answering Queries Using Materialized Views 1998 PODS 0.00023580688
392 Data Exchange: Getting to the Core 2003 PODS 0.00019215652
426 Relative Information Capacity of Simple Relational Database Schemata 1984 PODS 0.00018477356
481 Clio Grows Up: From Research Prototype to Industrial Tool 2005 SIGMOD 0.00017600067
517 Schema Mappings, Data Exchange, and Metadata Management 2005 PODS 0.0001694094
703 Composing Schema Mappings: Second-Order Dependencies to the Rescue 2004 PODS 0.00014653248
846 Debugging Schema Mappings with Routes 2006 VLDB 0.00013527027
1,050 Data-Driven Understanding and Refinement of Schema Mappings 2001 SIGMOD 0.00012292764
1,114 Principles of Dataspace Systems 2006 PODS 0.00011959287
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
2,392 Quasi-inverses of Schema Mappings 2007 PODS 8.5327323e-05
2,410 Implementing Mapping Composition 2006 VLDB 8.5106165e-05
2,500 Compiling Mappings to Bridge Applications and Databases 2007 SIGMOD 8.3791317e-05
2,624 Processing Queries Over Generalization Hierarchies in a Multidatabase System 1983 VLDB 8.2076115e-05
2,850 Nested Mappings: Schema Mapping Reloaded 2006 VLDB 7.9384121e-05
2,901 Incremental Schema Matching 2006 VLDB 7.8793389e-05
2,973 Anatomy of the ADO.NET Entity Framework 2007 SIGMOD 7.7932422e-05
3,067 A Formal View Integration Method 1986 SIGMOD 7.6848301e-05
3,745 Enterprise Information Integration: Successes, Challenges and Controversies 2005 SIGMOD 7.0527452e-05
4,268 Mapping Adaptation under Evolving Schemas 2003 VLDB 6.6932945e-05
4,382 Data Delivery in a Service-Oriented World: The BEA AquaLogic Data Services Platform 2006 SIGMOD 6.623972e-05
5,366 Interactive Schema Translation with Instance-Level Mappings 2005 VLDB 6.1582525e-05
5,498 On the Computation of Relational View Complements 2002 PODS 6.1044255e-05
6,742 Information Preserving XML Schema Embedding 2005 VLDB 5.6901377e-05
13,190 Panel: Is Generic Metadata Management Feasible? 2000 VLDB 4.9769913e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 9,953 Meta-Mappings for Schema Mapping Reuse 2019 VLDB
2 517 Schema Mappings, Data Exchange, and Metadata Management 2005 PODS
3 4,268 Mapping Adaptation under Evolving Schemas 2003 VLDB
4 6,181 The Integrated Data Model: A Database Perspective 1983 VLDB
5 4,802 Sangam - A Solution to Support Multiple Data Models, Their Mappings and Maintenance 2001 SIGMOD
6 2,500 Compiling Mappings to Bridge Applications and Databases 2007 SIGMOD
7 14,316 Generic Model Management: Experiences and Open Questions 2002 VLDB
8 14,326 An Extensible System for Merging Two Models 2002 VLDB
9 1,811 Supporting Executable Mappings in Model Management 2005 SIGMOD
10 191 Applying Model Management to Classical Meta Data Problems 2003 CIDR