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Bootstrapping Pay-As-You-Go Data Integration Systems

Summary: Pay-as-you-go data integration; first completely self-configuring system. Auto-creates probabilistic mediated schema and mappings; scalable to 50–800 sources, delivering high-quality answers with no human intervention. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4039
Venue
SIGMOD
Year
2008
Pagerank
0.00010292134
Overall Rank
1,862 | 87.07%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 20 of 20 citing papers.

Rank Citing Paper Year Venue Pagerank
686 Pay-as-you-go User Feedback for Dataspace Systems 2008 SIGMOD 0.00018107664
936 Data Lake Management: Challenges and Opportunities 2019 VLDB 0.00015197838
2,949 Interactive Data Integration through Smart Copy & Paste 2009 CIDR 7.8278177e-05
3,987 A First Tutorial on Dataspaces 2008 VLDB 6.5563129e-05
4,228 Harnessing the Deep Web: Present and Future 2009 CIDR 6.3354352e-05
4,414 CrowdMatcher: Crowd-Assisted Schema Matching 2014 SIGMOD 6.1975384e-05
4,971 Dynamic Workload Driven Data Integration in Tableau 2012 SIGMOD 5.7897494e-05
5,080 Reducing Uncertainty of Schema Matching via Crowdsourcing 2013 VLDB 5.7081186e-05
5,247 Cooperative Update Exchange in the Youtopia System 2009 VLDB 5.601577e-05
5,299 Scalable Data Exchange with Functional Dependencies 2010 VLDB 5.5751426e-05
5,556 Foundations of Uncertain-Data Integration 2010 VLDB 5.4394558e-05
7,614 ADnEV: Cross-Domain Schema Matching using Deep Similarity Matrix Adjustment and Evaluation 2020 VLDB 4.6916018e-05
7,859 ConnectionLens: Finding Connections Across Heterogeneous Data Sources 2018 VLDB 4.6298049e-05
7,930 Entity Resolution On-Demand 2022 VLDB 4.6089604e-05
8,725 OneProvenance: Efficient Extraction of Dynamic Coarse-Grained Provenance From Database Query Event Logs 2023 VLDB 4.453957e-05
11,900 Looking at Everything in Context 2015 CIDR 4.1905499e-05
12,178 Schema-As-You-Go: On Probabilistic Tagging and Querying of Wide Tables 2011 SIGMOD 4.1905499e-05
12,192 Pay-As-You-Go Mapping Selection in Dataspaces 2011 SIGMOD 4.1905499e-05
12,231 Schema Clustering and Retrieval for Multi-domain Pay-As-You-Go Data Integration Systems 2010 SIGMOD 4.1905499e-05
12,251 US-SQL: Managing Uncertain Schemata 2010 SIGMOD 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
303 Relative Information Capacity of Simple Relational Database Schemata 1984 PODS 0.00028289399
383 COMA - A system for flexible combination of schema matching approaches 2002 VLDB 0.00024802484
686 Pay-as-you-go User Feedback for Dataspace Systems 2008 SIGMOD 0.00018107664
718 Data Integration with Uncertainty 2007 VLDB 0.00017558942
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
1,302 The Use of Information Capacity in Schema Integration and Translation 1993 VLDB 0.00012696737
2,183 iMAP: Discovering Complex Semantic Matches between Database Schemas 2004 SIGMOD 9.3584357e-05
2,428 Instance-based Schema Matching for Web Databases by Domain-specific Query Probing 2004 VLDB 8.8293516e-05
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Overall Rank Paper Year Venue Pagerank
3,116 Learning to Create Data-Integrating Queries 2008 VLDB 7.5404022e-05
1,146 Web-scale Data Integration: You can only afford to Pay As You Go 2007 CIDR 0.0001367088
6,793 Automatically Incorporating New Sources in Keyword Search-Based Data Integration 2010 SIGMOD 4.9201319e-05
9,851 Adaptive Schema Databases 2017 CIDR 4.2680295e-05
12,192 Pay-As-You-Go Mapping Selection in Dataspaces 2011 SIGMOD 4.1905499e-05
1,292 Using Probabilistic Information in Data Integration 1997 VLDB 0.0001275375
8,825 Analyzing and Revising Data Integration Schemas to Improve Their Matchability 2008 VLDB 4.4371579e-05
12,178 Schema-As-You-Go: On Probabilistic Tagging and Querying of Wide Tables 2011 SIGMOD 4.1905499e-05
718 Data Integration with Uncertainty 2007 VLDB 0.00017558942
12,231 Schema Clustering and Retrieval for Multi-domain Pay-As-You-Go Data Integration Systems 2010 SIGMOD 4.1905499e-05