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Data Integration: The Teenage Years

Summary: Review of a decade of data integration since Information Manifold; advocates LAV for heterogeneous, evolving sources. Summarizes source completeness, binding/access restrictions, and query tradeoffs; proposes scalable, precise cross-source integration. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
9502
Venue
VLDB
Year
2006
Pagerank
0.00013392568
Overall Rank
897 | 93.77%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 26 of 26 citing papers.

Rank Citing Paper Year Venue Pagerank
557 Management of Probabilistic Data: Foundations and Challenges 2007 PODS 0.00016599507
684 Data Integration with Uncertainty 2007 VLDB 0.00015113784
1,872 Building Structured Web Community Portals: A Top-Down, Compositional, and Incremental Approach 2007 VLDB 9.6656551e-05
1,921 Data Wrangling: The Challenging Journey from the Wild to the Lake 2015 CIDR 9.5711423e-05
2,095 Data Fusion – Resolving Data Conflicts for Integration 2009 VLDB 9.2510716e-05
2,126 Data Integration: After the Teenage Years 2017 PODS 9.1870857e-05
2,769 A Relational Approach to Incrementally Extracting and Querying Structure in Unstructured Data 2007 VLDB 8.2104806e-05
3,503 On Reconciling Data Exchange, Data Integration, and Peer Data Management 2007 PODS 7.4310956e-05
3,541 How Large Language Models Will Disrupt Data Management 2023 VLDB 7.387031e-05
4,938 iTrails: Pay-as-you-go Information Integration in Dataspaces 2007 VLDB 6.5011792e-05
4,946 Sampling Dirty Data for Matching Attributes 2010 SIGMOD 6.4974038e-05
5,002 Normalization and Optimization of Schema Mappings 2009 VLDB 6.4746872e-05
5,303 Foundations of Uncertain-Data Integration 2010 VLDB 6.3437328e-05
5,421 Managing Structured Collections of Community Data 2011 CIDR 6.2952697e-05
6,030 Finding Frequent Items in Probabilistic Data 2008 SIGMOD 6.0614112e-05
6,169 Mosaic: A Sample-Based Database System for Open World Query Processing 2020 CIDR 6.0281105e-05
6,256 User Feedback as a First Class Citizen in Information Integration Systems 2011 CIDR 6.0001011e-05
6,636 Query Processing under GLAV Mappings for Relational and Graph Databases 2013 VLDB 5.8744349e-05
7,154 Sailing the Information Ocean with Awareness of Currents: Discovery and Application of Source Dependence 2009 CIDR 5.7459129e-05
8,125 Efficient Uncertainty Tracking for Complex Queries with Attribute-level Bounds 2021 SIGMOD 5.5419908e-05
9,058 Efficient Approximation of Certain and Possible Answers for Ranking and Window Queries over Uncertain Data 2023 VLDB 5.3880466e-05
9,155 Combating Fake News: A Data Management and Mining Perspective 2019 VLDB 5.3721296e-05
10,090 Integrating Vector Databases across Embedding Models 2026 SIGMOD 5.1725247e-05
11,388 Rewriting the Infinite Chase 2022 VLDB 5.1725247e-05
11,866 RDF Graph Alignment with Bisimulation 2016 VLDB 5.1725247e-05
12,487 Randomized Algorithms for Data Reconciliation in Wide Area Aggregate Query Processing 2007 VLDB 5.1725247e-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 0.00055410952
53 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00041541642
78 ULDBs: Databases with Uncertainty and Lineage 2006 VLDB 0.00037068234
115 Querying Heterogeneous Information Sources Using Source Descriptions 1996 VLDB 0.00032582003
125 Trio: A System for Integrated Management of Data, Accuracy, and Lineage 2005 CIDR 0.0003120745
150 Efficient Mid-Query Re-Optimization of Sub-Optimal Query Execution Plans 1998 SIGMOD 0.00029370827
166 Query Transformation for PSJ-queries 1987 VLDB 0.00027946882
168 Optimizing Queries across Diverse Data Sources 1997 VLDB 0.00027754227
182 Schema Mapping as Query Discovery 2000 VLDB 0.00026840875
194 Applying Model Management to Classical Meta Data Problems 2003 CIDR 0.00026047389
200 Declarative Data Cleaning: Language, Model, and Algorithms 2001 VLDB 0.00025806865
229 Complexity of Answering Queries Using Materialized Views 1998 PODS 0.00024153632
231 Reference Reconciliation in Complex Information Spaces 2005 SIGMOD 0.00024065496
254 Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach 2001 SIGMOD 0.00023381839
283 Optimization of Dynamic Query Evaluation Plans 1994 SIGMOD 0.0002252564
286 Generic Schema Matching with Cupid 2001 VLDB 0.00022480162
294 Answering Queries Using Templates With Binding Patterns (Extended Abstract) 1995 PODS 0.00022186552
323 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00021265144
386 COMA - A system for flexible combination of schema matching approaches 2002 VLDB 0.00019552095
409 Cost-based Query Scrambling for Initial Delays 1998 SIGMOD 0.0001903673
445 Using Schema Matching to Simplify Heterogeneous Data Translation 1998 VLDB 0.00018382666
495 XQuery: A Query Language for XML 2003 SIGMOD 0.00017571863
501 Schema Mappings, Data Exchange, and Metadata Management 2005 PODS 0.00017463985
505 Answering Recursive Queries Using Views 1997 PODS 0.0001738562
531 Computing Queries from Derived Relations 1985 VLDB 0.00017082692
566 The GMAP: A Versatile Tool for Physical Data Independence 1994 VLDB 0.00016487885
688 Composing Schema Mappings: Second-Order Dependencies to the Rescue 2004 PODS 0.00015088013
758 Statistical Schema Matching across Web Query Interfaces 2003 SIGMOD 0.00014315559
785 On Schema Matching with Opaque Column Names and Data Values 2003 SIGMOD 0.00014087451
787 Composing Mappings Among Data Sources 2003 VLDB 0.00014046372
849 Query Optimization in the Presence of Limited Access Patterns 1999 SIGMOD 0.00013666194
862 Constraint-Based XML Query Rewriting for Data Integration 2004 SIGMOD 0.00013585764
874 Mapping Data in Peer-to-Peer Systems: Semantics and Algorithmic Issues 2003 SIGMOD 0.00013528254
912 A Scalable Algorithm for Answering Queries Using Views 2000 VLDB 0.00013338177
1,017 Answering Queries Using Limited External Query Processors 1996 PODS 0.00012689272
1,025 Data-Driven Understanding and Refinement of Schema Mappings 2001 SIGMOD 0.00012671967
1,148 Principles of Dataspace Systems 2006 PODS 0.00012051136
1,158 Answering XML Queries over Heterogeneous Data Sources 2001 VLDB 0.00011993984
1,372 SIMS: Retrieving and Integrating Information From Multiple Sources 1993 SIGMOD 0.00011098681
1,513 Composition of Mappings Given by Embedded Dependencies 2005 PODS 0.00010588925
1,707 Reconciling while Tolerating Disagreement in Collaborative Data Sharing 2006 SIGMOD 0.0001004571
1,749 The Architecture of PIER: an Internet-Scale Query Processor 2005 CIDR 9.924487e-05
1,857 Rondo: A Programming Platform for Generic Model Management 2003 SIGMOD 9.6958897e-05
1,984 Merging Models Based on Given Correspondences 2003 VLDB 9.4490781e-05
2,072 Query Rewriting for Semistructured Data 1999 SIGMOD 9.284472e-05
2,088 Obtaining Complete Answers from Incomplete Databases 1996 VLDB 9.2576134e-05
2,208 A Platform for Personal Information Management and Integration 2005 CIDR 9.0189212e-05
2,254 Parallel evaluation of multi-join queries 1995 SIGMOD 8.9314276e-05
2,514 Rewriting Queries Using Views in Description Logics 1997 PODS 8.5534937e-05
2,624 Answering Queries from Statistics and Probabilistic Views 2005 VLDB 8.3970315e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
2,996 A Formal View Integration Method 1986 SIGMOD 7.9282902e-05
5,507 Relationship Merging in Schema Integration 1984 VLDB 6.2595622e-05
1,735 A Methodology for View Integration in Logical Database Design 1982 VLDB 9.9544304e-05
3,637 Toward Large Scale Integration: Building a MetaQuerier over Databases on the Web 2005 CIDR 7.3097623e-05
12,703 A Case-Based Approach to Information Integration 2000 VLDB 5.1725247e-05
1,549 Intelligent Integration of Information 1993 SIGMOD 0.00010448515
9,582 Data Integration and Data Exchange: It’s Really About Time 2013 CIDR 5.3112339e-05
12,861 Data Integration in the Large: The Challenge of Reuse 1994 VLDB 5.1725247e-05
24 Data Integration: A Theoretical Perspective 2002 PODS 0.00055410952
2,126 Data Integration: After the Teenage Years 2017 PODS 9.1870857e-05