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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
9692
Venue
VLDB
Year
2006
Pagerank
0.00013224381
Overall Rank
917 | 93.72%
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 26 of 26 citing papers.

Rank Citing Paper Year Venue Pagerank
574 Management of Probabilistic Data: Foundations and Challenges 2007 PODS 0.00016278855
699 Data Integration with Uncertainty 2007 VLDB 0.0001487423
1,783 Data Fusion – Resolving Data Conflicts for Integration 2009 VLDB 9.772895e-05
1,848 Building Structured Web Community Portals: A Top-Down, Compositional, and Incremental Approach 2007 VLDB 9.6208418e-05
1,947 Data Wrangling: The Challenging Journey from the Wild to the Lake 2015 CIDR 9.4326202e-05
2,169 Data Integration: After the Teenage Years 2017 PODS 9.0436759e-05
2,724 A Relational Approach to Incrementally Extracting and Querying Structure in Unstructured Data 2007 VLDB 8.2048095e-05
3,536 How Large Language Models Will Disrupt Data Management 2023 VLDB 7.3297343e-05
3,546 On Reconciling Data Exchange, Data Integration, and Peer Data Management 2007 PODS 7.3244507e-05
4,320 Normalization and Optimization of Schema Mappings 2009 VLDB 6.762853e-05
5,006 iTrails: Pay-as-you-go Information Integration in Dataspaces 2007 VLDB 6.4034229e-05
5,488 Managing Structured Collections of Community Data 2011 CIDR 6.2005482e-05
5,513 Foundations of Uncertain-Data Integration 2010 VLDB 6.1909879e-05
6,120 Finding Frequent Items in Probabilistic Data 2008 SIGMOD 5.9693818e-05
6,262 Mosaic: A Sample-Based Database System for Open World Query Processing 2020 CIDR 5.9361728e-05
6,330 User Feedback as a First Class Citizen in Information Integration Systems 2011 CIDR 5.9109104e-05
6,747 Query Processing under GLAV Mappings for Relational and Graph Databases 2013 VLDB 5.784841e-05
6,827 Sampling Dirty Data for Matching Attributes 2010 SIGMOD 5.7616041e-05
7,237 Sailing the Information Ocean with Awareness of Currents: Discovery and Application of Source Dependence 2009 CIDR 5.6646649e-05
8,260 Efficient Uncertainty Tracking for Complex Queries with Attribute-level Bounds 2021 SIGMOD 5.4574671e-05
9,194 Efficient Approximation of Certain and Possible Answers for Ranking and Window Queries over Uncertain Data 2023 VLDB 5.3058708e-05
9,295 Combating Fake News: A Data Management and Mining Perspective 2019 VLDB 5.2906228e-05
10,381 Integrating Vector Databases across Embedding Models 2026 SIGMOD 5.093636e-05
11,584 Rewriting the Infinite Chase 2022 VLDB 5.093636e-05
12,059 RDF Graph Alignment with Bisimulation 2016 VLDB 5.093636e-05
12,671 Randomized Algorithms for Data Reconciliation in Wide Area Aggregate Query Processing 2007 VLDB 5.093636e-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
22 Data Integration: A Theoretical Perspective 2002 PODS 0.00056204792
53 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00041071971
78 ULDBs: Databases with Uncertainty and Lineage 2006 VLDB 0.00036571789
117 Querying Heterogeneous Information Sources Using Source Descriptions 1996 VLDB 0.00032192665
125 Trio: A System for Integrated Management of Data, Accuracy, and Lineage 2005 CIDR 0.00030932014
151 Efficient Mid-Query Re-Optimization of Sub-Optimal Query Execution Plans 1998 SIGMOD 0.00029161879
166 Query Transformation for PSJ-queries 1987 VLDB 0.00027676268
171 Optimizing Queries across Diverse Data Sources 1997 VLDB 0.00027363924
180 Schema Mapping as Query Discovery 2000 VLDB 0.00026772368
183 Applying Model Management to Classical Meta Data Problems 2003 CIDR 0.00026283359
201 Declarative Data Cleaning: Language, Model, and Algorithms 2001 VLDB 0.00025558602
225 Complexity of Answering Queries Using Materialized Views 1998 PODS 0.00024101949
228 Reference Reconciliation in Complex Information Spaces 2005 SIGMOD 0.00023941271
263 Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach 2001 SIGMOD 0.0002305693
289 Optimization of Dynamic Query Evaluation Plans 1994 SIGMOD 0.00022278876
297 Generic Schema Matching with Cupid 2001 VLDB 0.00022157284
298 Answering Queries Using Templates With Binding Patterns (Extended Abstract) 1995 PODS 0.00022138018
328 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00021081317
390 COMA - A system for flexible combination of schema matching approaches 2002 VLDB 0.00019382486
419 Cost-based Query Scrambling for Initial Delays 1998 SIGMOD 0.0001879684
454 Using Schema Matching to Simplify Heterogeneous Data Translation 1998 VLDB 0.00018133578
502 XQuery: A Query Language for XML 2003 SIGMOD 0.00017320395
506 Schema Mappings, Data Exchange, and Metadata Management 2005 PODS 0.0001728171
515 Answering Recursive Queries Using Views 1997 PODS 0.00017177428
539 Computing Queries from Derived Relations 1985 VLDB 0.00016872223
570 The GMAP: A Versatile Tool for Physical Data Independence 1994 VLDB 0.00016328445
685 Composing Schema Mappings: Second-Order Dependencies to the Rescue 2004 PODS 0.00014979915
778 Statistical Schema Matching across Web Query Interfaces 2003 SIGMOD 0.00014102198
788 Composing Mappings Among Data Sources 2003 VLDB 0.00014031294
808 On Schema Matching with Opaque Column Names and Data Values 2003 SIGMOD 0.00013884332
851 Query Optimization in the Presence of Limited Access Patterns 1999 SIGMOD 0.00013611183
879 Constraint-Based XML Query Rewriting for Data Integration 2004 SIGMOD 0.00013456577
884 Mapping Data in Peer-to-Peer Systems: Semantics and Algorithmic Issues 2003 SIGMOD 0.00013419278
913 A Scalable Algorithm for Answering Queries Using Views 2000 VLDB 0.00013253821
1,030 Data-Driven Understanding and Refinement of Schema Mappings 2001 SIGMOD 0.00012545209
1,031 Answering Queries Using Limited External Query Processors 1996 PODS 0.0001253927
1,162 Principles of Dataspace Systems 2006 PODS 0.00011866011
1,168 Answering XML Queries over Heterogeneous Data Sources 2001 VLDB 0.00011843331
1,388 SIMS: Retrieving and Integrating Information From Multiple Sources 1993 SIGMOD 0.0001094675
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
1,733 Reconciling while Tolerating Disagreement in Collaborative Data Sharing 2006 SIGMOD 9.906536e-05
1,780 The Architecture of PIER: an Internet-Scale Query Processor 2005 CIDR 9.7745226e-05
2,007 Merging Models Based on Given Correspondences 2003 VLDB 9.3144511e-05
2,114 Query Rewriting for Semistructured Data 1999 SIGMOD 9.1481121e-05
2,117 Obtaining Complete Answers from Incomplete Databases 1996 VLDB 9.1434045e-05
2,236 A Platform for Personal Information Management and Integration 2005 CIDR 8.8902064e-05
2,272 Parallel evaluation of multi-join queries 1995 SIGMOD 8.8242407e-05
2,527 Rewriting Queries Using Views in Description Logics 1997 PODS 8.4625195e-05
2,687 Answering Queries from Statistics and Probabilistic Views 2005 VLDB 8.2579315e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 3,006 A Formal View Integration Method 1986 SIGMOD
2 5,614 Relationship Merging in Schema Integration 1984 VLDB
3 1,766 A Methodology for View Integration in Logical Database Design 1982 VLDB
4 3,690 Toward Large Scale Integration: Building a MetaQuerier over Databases on the Web 2005 CIDR
5 12,887 A Case-Based Approach to Information Integration 2000 VLDB
6 1,581 Intelligent Integration of Information 1993 SIGMOD
7 9,726 Data Integration and Data Exchange: It’s Really About Time 2013 CIDR
8 13,045 Data Integration in the Large: The Challenge of Reuse 1994 VLDB
9 22 Data Integration: A Theoretical Perspective 2002 PODS
10 2,169 Data Integration: After the Teenage Years 2017 PODS