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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
3896
Venue
SIGMOD
Year
2007
Pagerank
0.00014231163
Overall Rank
762 | 94.78%
DOI
10.1145/1247480.1247482
Incoming Non-self Citations Over Time
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
1,497
Generic Schema Matching, Ten Years Later 2011
VLDB
0.00010568859
1,756
SystemDS: A Declarative Machine Learning System for the End-to-End Data Science Lifecycle 2020
CIDR
9.8172465e-05
1,783
Data Fusion – Resolving Data Conflicts for Integration 2009
VLDB
9.772895e-05
2,256
STBenchmark: Towards a Benchmark for Mapping Systems 2008
VLDB
8.8578542e-05
2,432
Tracing Data Errors with View-Conditioned Causality 2011
SIGMOD
8.5870067e-05
2,464
Compiling Mappings to Bridge Applications and Databases 2007
SIGMOD
8.5480977e-05
2,954
The Recovery of a Schema Mapping: Bringing Exchanged Data Back 2008
PODS
7.9234704e-05
4,140
Interactive Mapping Specification with Exemplar Tuples 2017
SIGMOD
6.8765495e-05
4,196
Automatic Example Queries for Ad Hoc Databases 2011
SIGMOD
6.8416684e-05
4,320
Normalization and Optimization of Schema Mappings 2009
VLDB
6.762853e-05
4,377
Data Exchange and Schema Mappings in Open and Closed Worlds 2008
PODS
6.7358004e-05
4,432
Data Exchange beyond Complete Data 2011
PODS
6.7087209e-05
4,608
Towards a Theory of Schema-Mapping Optimization 2008
PODS
6.6082619e-05
5,637
Interactive Generation of Integrated Schemas 2008
SIGMOD
6.1391704e-05
6,130
Inverting Schema Mappings: Bridging the Gap between Theory and Practice 2009
VLDB
5.9665863e-05
7,232
Saga: A Scalable Framework for Optimizing Data Cleaning Pipelines for Machine Learning Applications 2023
SIGMOD
5.6659017e-05
7,323
Object/Relational Mapping 2008: Hibernate and the Entity Data Model (EDM) 2008
SIGMOD
5.6445692e-05
7,561
Data Exchange with Data-Metadata Translations 2008
VLDB
5.5982686e-05
7,859
Foundations of Schema Mapping Management 2010
PODS
5.5303517e-05
8,348
Reflections on Schema Mappings, Data Exchange, and Metadata Management 2018
PODS
5.4469775e-05
8,417
XML Schema Mappings 2009
PODS
5.4288691e-05
8,817
Function Symbols in Tuple-Generating Dependencies: Expressive Power and Computability 2015
PODS
5.3637297e-05
9,187
Transforming Property Graphs 2024
VLDB
5.3058708e-05
9,412
Data Coordination: Supporting Contingent Updates 2011
VLDB
5.2746689e-05
9,726
Data Integration and Data Exchange: It’s Really About Time 2013
CIDR
5.2302483e-05
9,790
Meta-Mappings for Schema Mapping Reuse 2019
VLDB
5.220833e-05
10,231
CONE: Embeddings for Complex Numerical Data Preserving Unit and Variable Semantics 2026
SIGMOD
5.093636e-05
11,069
Versatile Property Graph Transformations 2025
VLDB
5.093636e-05
11,301
DTGraph: Declarative Transformations of Property Graphs 2024
VLDB
5.093636e-05
11,542
Simplifying Access to Large-scale Structured Datasets by Meta-Profiling with Scalable Training Set Enrichment 2022
SIGMOD
5.093636e-05
12,379
Pay-As-You-Go Mapping Selection in Dataspaces 2011
SIGMOD
5.093636e-05
12,410
Certain Answers for XML Queries 2010
PODS
5.093636e-05
12,569
The Spicy System: Towards a Notion of Mapping Quality 2008
SIGMOD
5.093636e-05
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
22
Data Integration: A Theoretical Perspective 2002
PODS
0.00056204792
147
Making Smalltalk a Database System 1984
SIGMOD
0.00029474235
180
Schema Mapping as Query Discovery 2000
VLDB
0.00026772368
183
Applying Model Management to Classical Meta Data Problems 2003
CIDR
0.00026283359
225
Complexity of Answering Queries Using Materialized Views 1998
PODS
0.00024101949
377
Data Exchange: Getting to the Core 2003
PODS
0.00019643793
413
Relative Information Capacity of Simple Relational Database Schemata 1984
PODS
0.00018894294
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
685
Composing Schema Mappings: Second-Order Dependencies to the Rescue 2004
PODS
0.00014979915
834
Debugging Schema Mappings with Routes 2006
VLDB
0.00013724553
1,030
Data-Driven Understanding and Refinement of Schema Mappings 2001
SIGMOD
0.00012545209
1,162
Principles of Dataspace Systems 2006
PODS
0.00011866011
1,194
Semantic Adaptation of Schema Mappings when Schemas Evolve 2005
VLDB
0.00011730556
1,426
Inverting Schema Mappings 2006
PODS
0.00010814403
1,491
Composition of Mappings Given by Embedded Dependencies 2005
PODS
0.00010592592
1,723
Rondo: A Programming Platform for Generic Model Management 2003
SIGMOD
9.9204974e-05
1,770
Supporting Executable Mappings in Model Management 2005
SIGMOD
9.7967596e-05
2,007
Merging Models Based on Given Correspondences 2003
VLDB
9.3144511e-05
2,339
Quasi-inverses of Schema Mappings 2007
PODS
8.7249825e-05
2,352
Implementing Mapping Composition 2006
VLDB
8.7086189e-05
2,464
Compiling Mappings to Bridge Applications and Databases 2007
SIGMOD
8.5480977e-05
2,577
Processing Queries Over Generalization Hierarchies in a Multidatabase System 1983
VLDB
8.3947293e-05
2,785
Nested Mappings: Schema Mapping Reloaded 2006
VLDB
8.1236628e-05
2,842
Incremental Schema Matching 2006
VLDB
8.0624613e-05
2,908
Anatomy of the ADO.NET Entity Framework 2007
SIGMOD
7.9732153e-05
3,006
A Formal View Integration Method 1986
SIGMOD
7.8585435e-05
3,664
Enterprise Information Integration: Successes, Challenges and Controversies 2005
SIGMOD
7.2148176e-05
4,181
Mapping Adaptation under Evolving Schemas 2003
VLDB
6.848299e-05
4,293
Data Delivery in a Service-Oriented World: The BEA AquaLogic Data Services Platform 2006
SIGMOD
6.7784095e-05
5,239
Interactive Schema Translation with Instance-Level Mappings 2005
VLDB
6.3025572e-05
5,392
On the Computation of Relational View Complements 2002
PODS
6.2339252e-05
6,611
Information Preserving XML Schema Embedding 2005
VLDB
5.8228205e-05
12,894
Panel: Is Generic Metadata Management Feasible? 2000
VLDB
5.093636e-05
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