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 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
2,694	XML-Based Information Mediation with MIX	1999	SIGMOD	8.2832701e-05
3,017	Enterprise Information Integration: Successes, Challenges and Controversies	2005	SIGMOD	7.7028124e-05
3,330	Adapting to Source Properties in Processing Data Integration Queries	2004	SIGMOD	7.2150831e-05
3,832	Describing and Using Query Capabilities of Heterogeneous Sources	1997	VLDB	6.7178862e-05
3,984	CLASSIC: A Structural Data Model for Objects	1989	SIGMOD	6.5634369e-05
5,289	Exchanging Intensional XML Data	2003	SIGMOD	5.5831013e-05
6,024	Similarity Search for Web Services	2004	VLDB	5.2415551e-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