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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 7 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
2,932 XML-Based Information Mediation with MIX 1999 SIGMOD 7.8282753e-05
3,001 Adapting to Source Properties in Processing Data Integration Queries 2004 SIGMOD 7.7492907e-05
3,630 Describing and Using Query Capabilities of Heterogeneous Sources 1997 VLDB 7.1283222e-05
3,754 Enterprise Information Integration: Successes, Challenges and Controversies 2005 SIGMOD 7.0295581e-05
4,622 CLASSIC: A Structural Data Model for Objects 1989 SIGMOD 6.481884e-05
5,781 Exchanging Intensional XML Data 2003 SIGMOD 5.9787261e-05
7,144 Similarity Search for Web Services 2004 VLDB 5.580601e-05
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