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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
0.00013599086
Overall Rank
826 | 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
590 Management of Probabilistic Data: Foundations and Challenges 2007 PODS 0.00015876538
718 Data Integration with Uncertainty 2007 VLDB 0.00014507333
1,761 Data Fusion – Resolving Data Conflicts for Integration 2009 VLDB 9.6966864e-05
1,801 Building Structured Web Community Portals: A Top-Down, Compositional, and Incremental Approach 2007 VLDB 9.5997383e-05
1,984 Data Wrangling: The Challenging Journey from the Wild to the Lake 2015 CIDR 9.2413452e-05
2,200 Data Integration: After the Teenage Years 2017 PODS 8.8631564e-05
2,479 A Relational Approach to Incrementally Extracting and Querying Structure in Unstructured Data 2007 VLDB 8.3884752e-05
3,223 How Large Language Models Will Disrupt Data Management 2023 VLDB 7.5043163e-05
3,624 On Reconciling Data Exchange, Data Integration, and Peer Data Management 2007 PODS 7.1341025e-05
4,428 Normalization and Optimization of Schema Mappings 2009 VLDB 6.5877699e-05
5,152 iTrails: Pay-as-you-go Information Integration in Dataspaces 2007 VLDB 6.2375943e-05
5,612 Managing Structured Collections of Community Data 2011 CIDR 6.0493583e-05
5,665 Foundations of Uncertain-Data Integration 2010 VLDB 6.0292508e-05
6,267 Finding Frequent Items in Probabilistic Data 2008 SIGMOD 5.8134046e-05
6,300 Mosaic: A Sample-Based Database System for Open World Query Processing 2020 CIDR 5.8017237e-05
6,449 User Feedback as a First Class Citizen in Information Integration Systems 2011 CIDR 5.7639319e-05
6,480 Integrating Vector Databases across Embedding Models 2026 SIGMOD 5.753826e-05
6,910 Query Processing under GLAV Mappings for Relational and Graph Databases 2013 VLDB 5.6336774e-05
6,988 Sampling Dirty Data for Matching Attributes 2010 SIGMOD 5.6110503e-05
7,409 Sailing the Information Ocean with Awareness of Currents: Discovery and Application of Source Dependence 2009 CIDR 5.5168332e-05
8,451 Efficient Uncertainty Tracking for Complex Queries with Attribute-level Bounds 2021 SIGMOD 5.3148581e-05
9,409 Efficient Approximation of Certain and Possible Answers for Ranking and Window Queries over Uncertain Data 2023 VLDB 5.1672232e-05
9,499 Combating Fake News: A Data Management and Mining Perspective 2019 VLDB 5.1539081e-05
10,309 RDF Graph Alignment with Bisimulation 2016 VLDB 5.0294306e-05
11,079 Tursio for Credit Unions: Structured Data Search with Automated Context Graphs 2026 VLDB 4.9605343e-05
11,942 Rewriting the Infinite Chase 2022 VLDB 4.9605343e-05
13,009 Randomized Algorithms for Data Reconciliation in Wide Area Aggregate Query Processing 2007 VLDB 4.9605343e-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 0.00055201845
53 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00040739114
85 ULDBs: Databases with Uncertainty and Lineage 2006 VLDB 0.00035848027
117 Querying Heterogeneous Information Sources Using Source Descriptions 1996 VLDB 0.00031526277
127 Trio: A System for Integrated Management of Data, Accuracy, and Lineage 2005 CIDR 0.00030337791
149 Efficient Mid-Query Re-Optimization of Sub-Optimal Query Execution Plans 1998 SIGMOD 0.00028910892
168 Query Transformation for PSJ-queries 1987 VLDB 0.00027117709
174 Optimizing Queries across Diverse Data Sources 1997 VLDB 0.00026736308
184 Schema Mapping as Query Discovery 2000 VLDB 0.00026196483
193 Applying Model Management to Classical Meta Data Problems 2003 CIDR 0.0002567932
206 Declarative Data Cleaning: Language, Model, and Algorithms 2001 VLDB 0.00025121652
231 Reference Reconciliation in Complex Information Spaces 2005 SIGMOD 0.00023797615
239 Complexity of Answering Queries Using Materialized Views 1998 PODS 0.00023510465
271 Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach 2001 SIGMOD 0.00022566676
291 Optimization of Dynamic Query Evaluation Plans 1994 SIGMOD 0.00021898776
298 Generic Schema Matching with Cupid 2001 VLDB 0.00021849408
301 Answering Queries Using Templates With Binding Patterns (Extended Abstract) 1995 PODS 0.00021612162
336 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00020619345
399 COMA - A system for flexible combination of schema matching approaches 2002 VLDB 0.00019094502
426 Cost-based Query Scrambling for Initial Delays 1998 SIGMOD 0.00018432573
466 Using Schema Matching to Simplify Heterogeneous Data Translation 1998 VLDB 0.00017746564
521 XQuery: A Query Language for XML 2003 SIGMOD 0.00016897042
524 Schema Mappings, Data Exchange, and Metadata Management 2005 PODS 0.00016888746
534 Answering Recursive Queries Using Views 1997 PODS 0.0001677412
553 Computing Queries from Derived Relations 1985 VLDB 0.00016493992
579 The GMAP: A Versatile Tool for Physical Data Independence 1994 VLDB 0.00016069665
708 Composing Schema Mappings: Second-Order Dependencies to the Rescue 2004 PODS 0.00014605712
800 Statistical Schema Matching across Web Query Interfaces 2003 SIGMOD 0.00013834019
817 Composing Mappings Among Data Sources 2003 VLDB 0.00013671477
823 On Schema Matching with Opaque Column Names and Data Values 2003 SIGMOD 0.00013610136
872 Query Optimization in the Presence of Limited Access Patterns 1999 SIGMOD 0.00013307412
905 Mapping Data in Peer-to-Peer Systems: Semantics and Algorithmic Issues 2003 SIGMOD 0.00013138573
909 Constraint-Based XML Query Rewriting for Data Integration 2004 SIGMOD 0.00013122165
940 A Scalable Algorithm for Answering Queries Using Views 2000 VLDB 0.00012941424
1,054 Data-Driven Understanding and Refinement of Schema Mappings 2001 SIGMOD 0.00012253927
1,057 Answering Queries Using Limited External Query Processors 1996 PODS 0.00012235875
1,120 Principles of Dataspace Systems 2006 PODS 0.00011920747
1,194 Answering XML Queries over Heterogeneous Data Sources 2001 VLDB 0.00011554643
1,425 SIMS: Retrieving and Integrating Information From Multiple Sources 1993 SIGMOD 0.00010694075
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
1,775 Reconciling while Tolerating Disagreement in Collaborative Data Sharing 2006 SIGMOD 9.6734306e-05
1,830 The Architecture of PIER: an Internet-Scale Query Processor 2005 CIDR 9.5381828e-05
2,060 Merging Models Based on Given Correspondences 2003 VLDB 9.0880006e-05
2,140 Query Rewriting for Semistructured Data 1999 SIGMOD 8.9688891e-05
2,166 Obtaining Complete Answers from Incomplete Databases 1996 VLDB 8.9171951e-05
2,280 Parallel evaluation of multi-join queries 1995 SIGMOD 8.6972041e-05
2,291 A Platform for Personal Information Management and Integration 2005 CIDR 8.680498e-05
2,579 Rewriting Queries Using Views in Description Logics 1997 PODS 8.253743e-05
2,729 Answering Queries from Statistics and Probabilistic Views 2005 VLDB 8.0681587e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 3,075 A Formal View Integration Method 1986 SIGMOD
2 5,749 Relationship Merging in Schema Integration 1984 VLDB
3 1,819 A Methodology for View Integration in Logical Database Design 1982 VLDB
4 3,767 Toward Large Scale Integration: Building a MetaQuerier over Databases on the Web 2005 CIDR
5 13,224 A Case-Based Approach to Information Integration 2000 VLDB
6 1,623 Intelligent Integration of Information 1993 SIGMOD
7 9,936 Data Integration and Data Exchange: It’s Really About Time 2013 CIDR
8 13,382 Data Integration in the Large: The Challenge of Reuse 1994 VLDB
9 24 Data Integration: A Theoretical Perspective 2002 PODS
10 2,200 Data Integration: After the Teenage Years 2017 PODS