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: 0.00015548507
Overall Rank: 889 | 93.83%
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
630	Management of Probabilistic Data: Foundations and Challenges	2007	PODS	0.00018942778
718	Data Integration with Uncertainty	2007	VLDB	0.00017558942
1,716	Building Structured Web Community Portals: A Top-Down, Compositional, and Incremental Approach	2007	VLDB	0.00010772386
1,831	Data Wrangling: The Challenging Journey from the Wild to the Lake	2015	CIDR	0.0001037061
2,214	Data Integration: After the Teenage Years	2017	PODS	9.2796408e-05
2,453	Data Fusion – Resolving Data Conflicts for Integration	2009	VLDB	8.7815427e-05
2,760	A Relational Approach to Incrementally Extracting and Querying Structure in Unstructured Data	2007	VLDB	8.1640002e-05
3,940	On Reconciling Data Exchange, Data Integration, and Peer Data Management	2007	PODS	6.6096825e-05
3,982	How Large Language Models Will Disrupt Data Management	2023	VLDB	6.5595332e-05
4,432	Sampling Dirty Data for Matching Attributes	2010	SIGMOD	6.1858589e-05
4,510	iTrails: Pay-as-you-go Information Integration in Dataspaces	2007	VLDB	6.1239848e-05
4,557	Managing Structured Collections of Community Data	2011	CIDR	6.0815338e-05
4,750	Normalization and Optimization of Schema Mappings	2009	VLDB	5.9424107e-05
5,556	Foundations of Uncertain-Data Integration	2010	VLDB	5.4394558e-05
5,727	Query Processing under GLAV Mappings for Relational and Graph Databases	2013	VLDB	5.3501787e-05
5,807	Finding Frequent Items in Probabilistic Data	2008	SIGMOD	5.3189104e-05
6,230	Mosaic: A Sample-Based Database System for Open World Query Processing	2020	CIDR	5.1402482e-05
6,355	User Feedback as a First Class Citizen in Information Integration Systems	2011	CIDR	5.0939108e-05
7,228	Sailing the Information Ocean with Awareness of Currents: Discovery and Application of Source Dependence	2009	CIDR	4.7903974e-05
7,944	Efficient Uncertainty Tracking for Complex Queries with Attribute-level Bounds	2021	SIGMOD	4.6089395e-05
9,044	Efficient Approximation of Certain and Possible Answers for Ranking and Window Queries over Uncertain Data	2023	VLDB	4.3997447e-05
9,137	Combating Fake News: A Data Management and Mining Perspective	2019	VLDB	4.3843441e-05
10,090	Integrating Vector Databases across Embedding Models	2026	SIGMOD	4.1905499e-05
11,388	Rewriting the Infinite Chase	2022	VLDB	4.1905499e-05
11,866	RDF Graph Alignment with Bisimulation	2016	VLDB	4.1905499e-05
12,487	Randomized Algorithms for Data Reconciliation in Wide Area Aggregate Query Processing	2007	VLDB	4.1905499e-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
2,700	XML-Based Information Mediation with MIX	1999	SIGMOD	8.2753626e-05
3,021	Enterprise Information Integration: Successes, Challenges and Controversies	2005	SIGMOD	7.695431e-05
3,331	Adapting to Source Properties in Processing Data Integration Queries	2004	SIGMOD	7.2094696e-05
3,833	Describing and Using Query Capabilities of Heterogeneous Sources	1997	VLDB	6.7141332e-05
3,986	CLASSIC: A Structural Data Model for Objects	1989	SIGMOD	6.5574084e-05
5,295	Exchanging Intensional XML Data	2003	SIGMOD	5.5777753e-05
6,028	Similarity Search for Web Services	2004	VLDB	5.2365238e-05

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Overall Rank	Paper	Year	Venue	Pagerank
2,496	A Formal View Integration Method	1986	SIGMOD	8.6429421e-05
4,861	Relationship Merging in Schema Integration	1984	VLDB	5.8660487e-05
813	A Methodology for View Integration in Logical Database Design	1982	VLDB	0.00016337472
3,721	Toward Large Scale Integration: Building a MetaQuerier over Databases on the Web	2005	CIDR	6.8139343e-05
12,703	A Case-Based Approach to Information Integration	2000	VLDB	4.1905499e-05
1,319	Intelligent Integration of Information	1993	SIGMOD	0.00012608305
9,588	Data Integration and Data Exchange: It’s Really About Time	2013	CIDR	4.3175708e-05
12,861	Data Integration in the Large: The Challenge of Reuse	1994	VLDB	4.1905499e-05
47	Data Integration: A Theoretical Perspective	2002	PODS	0.00069691761
2,214	Data Integration: After the Teenage Years	2017	PODS	9.2796408e-05