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Data Integration: The Teenage Years

Summary: Retrospective on a decade of data-integration research, from Information Manifold and source descriptions to commercial systems. Highlights foundational advances and identifies open challenges in querying autonomous, heterogeneous sources. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
h87f32bb164141cf8
Venue
VLDB
Year
2006
Pagerank
0.00013641217
Overall Rank
824 | 94.47%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{halevy_vldb06,
        title = {{Data Integration: The Teenage Years}},
        author = {Halevy, Alon and Rajaraman, Anand and Ordille, Joann},
        journal = {PVLDB},
        series = {{VLDB} '06},
        pages = {9--16},
        year = {2006}
}

Incoming Citations (Sorted by Pagerank)

Showing 27 of 27 citing papers.

Rank Citing Paper Year Venue Pagerank
587 Management of Probabilistic Data: Foundations and Challenges 2007 PODS 0.00015927027
715 Data Integration with Uncertainty 2007 VLDB 0.00014552507
1,755 Data Fusion – Resolving Data Conflicts for Integration 2009 VLDB 9.7195104e-05
1,792 Building Structured Web Community Portals: A Top-Down, Compositional, and Incremental Approach 2007 VLDB 9.6212499e-05
1,980 Data Wrangling: The Challenging Journey from the Wild to the Lake 2015 CIDR 9.2687593e-05
2,192 Data Integration: After the Teenage Years 2017 PODS 8.8826744e-05
2,471 A Relational Approach to Incrementally Extracting and Querying Structure in Unstructured Data 2007 VLDB 8.4103934e-05
3,236 How Large Language Models Will Disrupt Data Management 2023 VLDB 7.4996147e-05
3,614 On Reconciling Data Exchange, Data Integration, and Peer Data Management 2007 PODS 7.1572016e-05
4,408 Normalization and Optimization of Schema Mappings 2009 VLDB 6.6094372e-05
5,131 iTrails: Pay-as-you-go Information Integration in Dataspaces 2007 VLDB 6.2578858e-05
5,597 Managing Structured Collections of Community Data 2011 CIDR 6.069136e-05
5,652 Foundations of Uncertain-Data Integration 2010 VLDB 6.0492525e-05
6,255 Finding Frequent Items in Probabilistic Data 2008 SIGMOD 5.8326825e-05
6,285 Mosaic: A Sample-Based Database System for Open World Query Processing 2020 CIDR 5.8209714e-05
6,450 User Feedback as a First Class Citizen in Information Integration Systems 2011 CIDR 5.7796344e-05
6,467 Integrating Vector Databases across Embedding Models 2026 SIGMOD 5.7729149e-05
6,891 Query Processing under GLAV Mappings for Relational and Graph Databases 2013 VLDB 5.6523677e-05
6,968 Sampling Dirty Data for Matching Attributes 2010 SIGMOD 5.6296644e-05
7,392 Sailing the Information Ocean with Awareness of Currents: Discovery and Application of Source Dependence 2009 CIDR 5.5351339e-05
8,435 Efficient Uncertainty Tracking for Complex Queries with Attribute-level Bounds 2021 SIGMOD 5.3324907e-05
9,383 Efficient Approximation of Certain and Possible Answers for Ranking and Window Queries over Uncertain Data 2023 VLDB 5.1843659e-05
9,469 Combating Fake News: A Data Management and Mining Perspective 2019 VLDB 5.1709828e-05
10,282 RDF Graph Alignment with Bisimulation 2016 VLDB 5.0461162e-05
11,018 Tursio for Credit Unions: Structured Data Search with Automated Context Graphs 2026 VLDB 4.9769913e-05
11,898 Rewriting the Infinite Chase 2022 VLDB 4.9769913e-05
12,967 Randomized Algorithms for Data Reconciliation in Wide Area Aggregate Query Processing 2007 VLDB 4.9769913e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 50 of 57 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
53 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.000408505
84 ULDBs: Databases with Uncertainty and Lineage 2006 VLDB 0.00035960573
117 Querying Heterogeneous Information Sources Using Source Descriptions 1996 VLDB 0.00031616101
126 Trio: A System for Integrated Management of Data, Accuracy, and Lineage 2005 CIDR 0.00030430114
149 Efficient Mid-Query Re-Optimization of Sub-Optimal Query Execution Plans 1998 SIGMOD 0.00028977821
167 Query Transformation for PSJ-queries 1987 VLDB 0.00027190577
173 Optimizing Queries across Diverse Data Sources 1997 VLDB 0.00026814969
182 Schema Mapping as Query Discovery 2000 VLDB 0.00026265768
191 Applying Model Management to Classical Meta Data Problems 2003 CIDR 0.00025757196
204 Declarative Data Cleaning: Language, Model, and Algorithms 2001 VLDB 0.00025179068
230 Reference Reconciliation in Complex Information Spaces 2005 SIGMOD 0.00023861741
238 Complexity of Answering Queries Using Materialized Views 1998 PODS 0.00023580688
269 Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach 2001 SIGMOD 0.00022610366
288 Optimization of Dynamic Query Evaluation Plans 1994 SIGMOD 0.00021964339
296 Generic Schema Matching with Cupid 2001 VLDB 0.00021857869
301 Answering Queries Using Templates With Binding Patterns (Extended Abstract) 1995 PODS 0.00021673683
334 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00020682536
407 COMA - A system for flexible combination of schema matching approaches 2002 VLDB 0.00019017823
423 Cost-based Query Scrambling for Initial Delays 1998 SIGMOD 0.00018487497
465 Using Schema Matching to Simplify Heterogeneous Data Translation 1998 VLDB 0.00017776926
516 XQuery: A Query Language for XML 2003 SIGMOD 0.0001694914
517 Schema Mappings, Data Exchange, and Metadata Management 2005 PODS 0.0001694094
532 Answering Recursive Queries Using Views 1997 PODS 0.00016821057
551 Computing Queries from Derived Relations 1985 VLDB 0.000165456
577 The GMAP: A Versatile Tool for Physical Data Independence 1994 VLDB 0.00016111779
703 Composing Schema Mappings: Second-Order Dependencies to the Rescue 2004 PODS 0.00014653248
801 Statistical Schema Matching across Web Query Interfaces 2003 SIGMOD 0.00013866905
814 Composing Mappings Among Data Sources 2003 VLDB 0.000137163
822 On Schema Matching with Opaque Column Names and Data Values 2003 SIGMOD 0.00013645125
870 Query Optimization in the Presence of Limited Access Patterns 1999 SIGMOD 0.00013342453
900 Mapping Data in Peer-to-Peer Systems: Semantics and Algorithmic Issues 2003 SIGMOD 0.0001318159
906 Constraint-Based XML Query Rewriting for Data Integration 2004 SIGMOD 0.00013164767
936 A Scalable Algorithm for Answering Queries Using Views 2000 VLDB 0.00012983552
1,050 Data-Driven Understanding and Refinement of Schema Mappings 2001 SIGMOD 0.00012292764
1,052 Answering Queries Using Limited External Query Processors 1996 PODS 0.00012269616
1,114 Principles of Dataspace Systems 2006 PODS 0.00011959287
1,190 Answering XML Queries over Heterogeneous Data Sources 2001 VLDB 0.00011586909
1,418 SIMS: Retrieving and Integrating Information From Multiple Sources 1993 SIGMOD 0.00010726678
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
1,762 Reconciling while Tolerating Disagreement in Collaborative Data Sharing 2006 SIGMOD 9.7052022e-05
1,819 The Architecture of PIER: an Internet-Scale Query Processor 2005 CIDR 9.5663502e-05
2,051 Merging Models Based on Given Correspondences 2003 VLDB 9.1171917e-05
2,128 Query Rewriting for Semistructured Data 1999 SIGMOD 8.9984814e-05
2,158 Obtaining Complete Answers from Incomplete Databases 1996 VLDB 8.9413031e-05
2,267 Parallel evaluation of multi-join queries 1995 SIGMOD 8.7192424e-05
2,276 A Platform for Personal Information Management and Integration 2005 CIDR 8.7080472e-05
2,574 Rewriting Queries Using Views in Description Logics 1997 PODS 8.2749164e-05
2,718 Answering Queries from Statistics and Probabilistic Views 2005 VLDB 8.094465e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 3,067 A Formal View Integration Method 1986 SIGMOD
2 1,809 A Methodology for View Integration in Logical Database Design 1982 VLDB
3 5,737 Relationship Merging in Schema Integration 1984 VLDB
4 3,762 Toward Large Scale Integration: Building a MetaQuerier over Databases on the Web 2005 CIDR
5 13,183 A Case-Based Approach to Information Integration 2000 VLDB
6 1,613 Intelligent Integration of Information 1993 SIGMOD
7 9,901 Data Integration and Data Exchange: It’s Really About Time 2013 CIDR
8 13,341 Data Integration in the Large: The Challenge of Reuse 1994 VLDB
9 24 Data Integration: A Theoretical Perspective 2002 PODS
10 2,192 Data Integration: After the Teenage Years 2017 PODS