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: 9501
Venue: VLDB
Year: 2006
Pagerank: 0.00015558352
Overall Rank: 893 | 93.79%
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
627	Management of Probabilistic Data: Foundations and Challenges	2007	PODS	0.00018959005
721	Data Integration with Uncertainty	2007	VLDB	0.00017570539
1,722	Building Structured Web Community Portals: A Top-Down, Compositional, and Incremental Approach	2007	VLDB	0.00010757784
1,833	Data Wrangling: The Challenging Journey from the Wild to the Lake	2015	CIDR	0.00010378976
2,209	Data Integration: After the Teenage Years	2017	PODS	9.2868035e-05
2,452	Data Fusion – Resolving Data Conflicts for Integration	2009	VLDB	8.7839322e-05
2,771	A Relational Approach to Incrementally Extracting and Querying Structure in Unstructured Data	2007	VLDB	8.1421432e-05
3,937	On Reconciling Data Exchange, Data Integration, and Peer Data Management	2007	PODS	6.6159574e-05
3,995	How Large Language Models Will Disrupt Data Management	2023	VLDB	6.5513237e-05
4,435	Sampling Dirty Data for Matching Attributes	2010	SIGMOD	6.1918164e-05
4,508	iTrails: Pay-as-you-go Information Integration in Dataspaces	2007	VLDB	6.1298098e-05
4,558	Managing Structured Collections of Community Data	2011	CIDR	6.0869516e-05
4,752	Normalization and Optimization of Schema Mappings	2009	VLDB	5.9481448e-05
5,548	Foundations of Uncertain-Data Integration	2010	VLDB	5.4446854e-05
5,717	Query Processing under GLAV Mappings for Relational and Graph Databases	2013	VLDB	5.3553228e-05
5,796	Finding Frequent Items in Probabilistic Data	2008	SIGMOD	5.3240234e-05
6,233	Mosaic: A Sample-Based Database System for Open World Query Processing	2020	CIDR	5.1451876e-05
6,355	User Feedback as a First Class Citizen in Information Integration Systems	2011	CIDR	5.0987661e-05
7,229	Sailing the Information Ocean with Awareness of Currents: Discovery and Application of Source Dependence	2009	CIDR	4.7950172e-05
7,941	Efficient Uncertainty Tracking for Complex Queries with Attribute-level Bounds	2021	SIGMOD	4.613363e-05
9,044	Efficient Approximation of Certain and Possible Answers for Ranking and Window Queries over Uncertain Data	2023	VLDB	4.4039656e-05
9,137	Combating Fake News: A Data Management and Mining Perspective	2019	VLDB	4.3881065e-05
10,090	Integrating Vector Databases across Embedding Models	2026	SIGMOD	4.1945683e-05
11,386	Rewriting the Infinite Chase	2022	VLDB	4.1945683e-05
11,858	RDF Graph Alignment with Bisimulation	2016	VLDB	4.1945683e-05
12,478	Randomized Algorithms for Data Reconciliation in Wide Area Aggregate Query Processing	2007	VLDB	4.1945683e-05

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
48	Data Integration: A Theoretical Perspective	2002	PODS	0.00069720859
101	ULDBs: Databases with Uncertainty and Lineage	2006	VLDB	0.0004955674
115	Eddies: Continuously Adaptive Query Processing	2000	SIGMOD	0.00046221215
127	Querying Heterogeneous Information Sources Using Source Descriptions	1996	VLDB	0.00044642203
138	Query Transformation for PSJ-queries	1987	VLDB	0.00042334092
149	Trio: A System for Integrated Management of Data, Accuracy, and Lineage	2005	CIDR	0.00041101118
151	Optimizing Queries across Diverse Data Sources	1997	VLDB	0.00041016476
173	Schema Mapping as Query Discovery	2000	VLDB	0.00038627829
188	Applying Model Management to Classical Meta Data Problems	2003	CIDR	0.00035968389
199	Declarative Data Cleaning: Language, Model, and Algorithms	2001	VLDB	0.00035041015
208	Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach	2001	SIGMOD	0.0003460594
220	Efficient Mid-Query Re-Optimization of Sub-Optimal Query Execution Plans	1998	SIGMOD	0.00033194808
229	Reference Reconciliation in Complex Information Spaces	2005	SIGMOD	0.00032242633
291	Answering Queries Using Templates With Binding Patterns (Extended Abstract)	1995	PODS	0.00028831632
294	Using Schema Matching to Simplify Heterogeneous Data Translation	1998	VLDB	0.00028669519
297	Complexity of Answering Queries Using Materialized Views	1998	PODS	0.00028596715
303	Generic Schema Matching with Cupid	2001	VLDB	0.00028301477
339	Optimization of Dynamic Query Evaluation Plans	1994	SIGMOD	0.00026851113
382	COMA - A system for flexible combination of schema matching approaches	2002	VLDB	0.00024823252
394	An Adaptive Query Execution System for Data Integration*	1999	SIGMOD	0.00024460855
416	Computing Queries from Derived Relations	1985	VLDB	0.0002380776
456	Cost-based Query Scrambling for Initial Delays	1998	SIGMOD	0.00022717134
474	XQuery: A Query Language for XML	2003	SIGMOD	0.00022322907
532	Answering Recursive Queries Using Views	1997	PODS	0.00020778506
578	The GMAP: A Versatile Tool for Physical Data Independence	1994	VLDB	0.00019838707
621	Schema Mappings, Data Exchange, and Metadata Management	2005	PODS	0.00019005115
822	Composing Schema Mappings: Second-Order Dependencies to the Rescue	2004	PODS	0.00016255689
839	Mapping Data in Peer-to-Peer Systems: Semantics and Algorithmic Issues	2003	SIGMOD	0.00016079422
870	Query Optimization in the Presence of Limited Access Patterns	1999	SIGMOD	0.00015771912
873	Constraint-Based XML Query Rewriting for Data Integration	2004	SIGMOD	0.00015752865
879	Composing Mappings Among Data Sources	2003	VLDB	0.00015674595
902	Statistical Schema Matching across Web Query Interfaces	2003	SIGMOD	0.00015486247
916	On Schema Matching with Opaque Column Names and Data Values	2003	SIGMOD	0.00015379422
976	Answering Queries Using Limited External Query Processors	1996	PODS	0.0001489085
1,058	SIMS: Retrieving and Integrating Information From Multiple Sources	1993	SIGMOD	0.00014387611
1,065	Data-Driven Understanding and Refinement of Schema Mappings	2001	SIGMOD	0.00014338146
1,155	A Scalable Algorithm for Answering Queries Using Views	2000	VLDB	0.00013616518
1,245	Answering XML Queries over Heterogeneous Data Sources	2001	VLDB	0.00013080995
1,252	Principles of Dataspace Systems	2006	PODS	0.00013033186
1,600	The Architecture of PIER: an Internet-Scale Query Processor	2005	CIDR	0.00011201407
1,693	Merging Models Based on Given Correspondences	2003	VLDB	0.00010900382
1,742	Composition of Mappings Given by Embedded Dependencies	2005	PODS	0.00010708408
1,923	Reconciling while Tolerating Disagreement in Collaborative Data Sharing	2006	SIGMOD	0.00010080761
2,114	Rondo: A Programming Platform for Generic Model Management	2003	SIGMOD	9.5268855e-05
2,303	Parallel evaluation of multi-join queries	1995	SIGMOD	9.066178e-05
2,327	Obtaining Complete Answers from Incomplete Databases	1996	VLDB	9.0276061e-05
2,333	A Platform for Personal Information Management and Integration	2005	CIDR	9.0169986e-05
2,399	Query Rewriting for Semistructured Data	1999	SIGMOD	8.8973689e-05
2,536	Rewriting Queries Using Views in Description Logics	1997	PODS	8.5837937e-05
2,590	Answering Queries from Statistics and Probabilistic Views	2005	VLDB	8.483194e-05

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Overall Rank	Paper	Year	Venue	Pagerank
2,493	A Formal View Integration Method	1986	SIGMOD	8.6513163e-05
4,860	Relationship Merging in Schema Integration	1984	VLDB	5.8716872e-05
816	A Methodology for View Integration in Logical Database Design	1982	VLDB	0.00016353797
3,724	Toward Large Scale Integration: Building a MetaQuerier over Databases on the Web	2005	CIDR	6.8173288e-05
12,694	A Case-Based Approach to Information Integration	2000	VLDB	4.1945683e-05
1,321	Intelligent Integration of Information	1993	SIGMOD	0.0001261238
9,551	Data Integration and Data Exchange: It’s Really About Time	2013	CIDR	4.3255102e-05
12,852	Data Integration in the Large: The Challenge of Reuse	1994	VLDB	4.1945683e-05
48	Data Integration: A Theoretical Perspective	2002	PODS	0.00069720859
2,209	Data Integration: After the Teenage Years	2017	PODS	9.2868035e-05