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 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
47	Data Integration: A Theoretical Perspective	2002	PODS	0.00069691761
103	ULDBs: Databases with Uncertainty and Lineage	2006	VLDB	0.00049520051
116	Eddies: Continuously Adaptive Query Processing	2000	SIGMOD	0.00046191288
127	Querying Heterogeneous Information Sources Using Source Descriptions	1996	VLDB	0.00044607231
138	Query Transformation for PSJ-queries	1987	VLDB	0.00042322097
149	Trio: A System for Integrated Management of Data, Accuracy, and Lineage	2005	CIDR	0.00041085859
152	Optimizing Queries across Diverse Data Sources	1997	VLDB	0.00040979242
174	Schema Mapping as Query Discovery	2000	VLDB	0.00038586435
188	Applying Model Management to Classical Meta Data Problems	2003	CIDR	0.00035935715
198	Declarative Data Cleaning: Language, Model, and Algorithms	2001	VLDB	0.0003505869
207	Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach	2001	SIGMOD	0.00034571837
221	Efficient Mid-Query Re-Optimization of Sub-Optimal Query Execution Plans	1998	SIGMOD	0.00033182072
228	Reference Reconciliation in Complex Information Spaces	2005	SIGMOD	0.00032266415
288	Answering Queries Using Templates With Binding Patterns (Extended Abstract)	1995	PODS	0.00028885849
295	Using Schema Matching to Simplify Heterogeneous Data Translation	1998	VLDB	0.00028645757
297	Complexity of Answering Queries Using Materialized Views	1998	PODS	0.00028572729
304	Generic Schema Matching with Cupid	2001	VLDB	0.00028282278
342	Optimization of Dynamic Query Evaluation Plans	1994	SIGMOD	0.00026836424
383	COMA - A system for flexible combination of schema matching approaches	2002	VLDB	0.00024802484
396	An Adaptive Query Execution System for Data Integration*	1999	SIGMOD	0.00024439334
413	Computing Queries from Derived Relations	1985	VLDB	0.00023802724
457	Cost-based Query Scrambling for Initial Delays	1998	SIGMOD	0.00022699974
472	XQuery: A Query Language for XML	2003	SIGMOD	0.00022311655
533	Answering Recursive Queries Using Views	1997	PODS	0.00020767726
578	The GMAP: A Versatile Tool for Physical Data Independence	1994	VLDB	0.00019825485
620	Schema Mappings, Data Exchange, and Metadata Management	2005	PODS	0.00018983367
818	Composing Schema Mappings: Second-Order Dependencies to the Rescue	2004	PODS	0.00016240185
836	Mapping Data in Peer-to-Peer Systems: Semantics and Algorithmic Issues	2003	SIGMOD	0.00016066053
867	Query Optimization in the Presence of Limited Access Patterns	1999	SIGMOD	0.00015757737
868	Constraint-Based XML Query Rewriting for Data Integration	2004	SIGMOD	0.00015737664
877	Composing Mappings Among Data Sources	2003	VLDB	0.00015659754
899	Statistical Schema Matching across Web Query Interfaces	2003	SIGMOD	0.00015476061
915	On Schema Matching with Opaque Column Names and Data Values	2003	SIGMOD	0.00015362622
976	Answering Queries Using Limited External Query Processors	1996	PODS	0.00014877501
1,058	SIMS: Retrieving and Integrating Information From Multiple Sources	1993	SIGMOD	0.00014373326
1,067	Data-Driven Understanding and Refinement of Schema Mappings	2001	SIGMOD	0.00014320456
1,155	A Scalable Algorithm for Answering Queries Using Views	2000	VLDB	0.00013606507
1,246	Answering XML Queries over Heterogeneous Data Sources	2001	VLDB	0.00013070554
1,251	Principles of Dataspace Systems	2006	PODS	0.0001302453
1,602	The Architecture of PIER: an Internet-Scale Query Processor	2005	CIDR	0.00011192099
1,689	Merging Models Based on Given Correspondences	2003	VLDB	0.00010895047
1,739	Composition of Mappings Given by Embedded Dependencies	2005	PODS	0.00010698182
1,926	Reconciling while Tolerating Disagreement in Collaborative Data Sharing	2006	SIGMOD	0.00010071441
2,115	Rondo: A Programming Platform for Generic Model Management	2003	SIGMOD	9.5183357e-05
2,311	Parallel evaluation of multi-join queries	1995	SIGMOD	9.0610521e-05
2,331	Obtaining Complete Answers from Incomplete Databases	1996	VLDB	9.019917e-05
2,335	A Platform for Personal Information Management and Integration	2005	CIDR	9.0110693e-05
2,397	Query Rewriting for Semistructured Data	1999	SIGMOD	8.8888995e-05
2,539	Rewriting Queries Using Views in Description Logics	1997	PODS	8.5759464e-05
2,593	Answering Queries from Statistics and Probabilistic Views	2005	VLDB	8.4758322e-05

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