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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
4038
Venue
SIGMOD
Year
2008
Pagerank
0.00010301124
Overall Rank
1,858 | 87.08%
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
692 Pay-as-you-go User Feedback for Dataspace Systems 2008 SIGMOD 0.00018083948
939 Data Lake Management: Challenges and Opportunities 2019 VLDB 0.00015187344
2,947 Interactive Data Integration through Smart Copy & Paste 2009 CIDR 7.834316e-05
3,985 A First Tutorial on Dataspaces 2008 VLDB 6.5626153e-05
4,229 Harnessing the Deep Web: Present and Future 2009 CIDR 6.3399547e-05
4,416 CrowdMatcher: Crowd-Assisted Schema Matching 2014 SIGMOD 6.2039225e-05
4,969 Dynamic Workload Driven Data Integration in Tableau 2012 SIGMOD 5.7949871e-05
5,081 Reducing Uncertainty of Schema Matching via Crowdsourcing 2013 VLDB 5.7132042e-05
5,244 Cooperative Update Exchange in the Youtopia System 2009 VLDB 5.6069303e-05
5,295 Scalable Data Exchange with Functional Dependencies 2010 VLDB 5.580776e-05
5,548 Foundations of Uncertain-Data Integration 2010 VLDB 5.4446854e-05
7,613 ADnEV: Cross-Domain Schema Matching using Deep Similarity Matrix Adjustment and Evaluation 2020 VLDB 4.6961059e-05
7,858 ConnectionLens: Finding Connections Across Heterogeneous Data Sources 2018 VLDB 4.6342491e-05
8,008 Entity Resolution On-Demand 2022 VLDB 4.6067684e-05
8,729 OneProvenance: Efficient Extraction of Dynamic Coarse-Grained Provenance From Database Query Event Logs 2023 VLDB 4.4582221e-05
11,892 Looking at Everything in Context 2015 CIDR 4.1945683e-05
12,170 Schema-As-You-Go: On Probabilistic Tagging and Querying of Wide Tables 2011 SIGMOD 4.1945683e-05
12,184 Pay-As-You-Go Mapping Selection in Dataspaces 2011 SIGMOD 4.1945683e-05
12,223 Schema Clustering and Retrieval for Multi-domain Pay-As-You-Go Data Integration Systems 2010 SIGMOD 4.1945683e-05
12,243 US-SQL: Managing Uncertain Schemata 2010 SIGMOD 4.1945683e-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
302 Relative Information Capacity of Simple Relational Database Schemata 1984 PODS 0.00028316973
382 COMA - A system for flexible combination of schema matching approaches 2002 VLDB 0.00024823252
692 Pay-as-you-go User Feedback for Dataspace Systems 2008 SIGMOD 0.00018083948
721 Data Integration with Uncertainty 2007 VLDB 0.00017570539
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
1,301 The Use of Information Capacity in Schema Integration and Translation 1993 VLDB 0.00012706678
2,174 iMAP: Discovering Complex Semantic Matches between Database Schemas 2004 SIGMOD 9.3672342e-05
2,425 Instance-based Schema Matching for Web Databases by Domain-specific Query Probing 2004 VLDB 8.8376569e-05
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3,110 Learning to Create Data-Integrating Queries 2008 VLDB 7.5475982e-05
1,147 Web-scale Data Integration: You can only afford to Pay As You Go 2007 CIDR 0.00013677658
6,792 Automatically Incorporating New Sources in Keyword Search-Based Data Integration 2010 SIGMOD 4.9249098e-05
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1,289 Using Probabilistic Information in Data Integration 1997 VLDB 0.00012804879
12,184 Pay-As-You-Go Mapping Selection in Dataspaces 2011 SIGMOD 4.1945683e-05
8,824 Analyzing and Revising Data Integration Schemas to Improve Their Matchability 2008 VLDB 4.4415658e-05
12,170 Schema-As-You-Go: On Probabilistic Tagging and Querying of Wide Tables 2011 SIGMOD 4.1945683e-05
721 Data Integration with Uncertainty 2007 VLDB 0.00017570539
12,223 Schema Clustering and Retrieval for Multi-domain Pay-As-You-Go Data Integration Systems 2010 SIGMOD 4.1945683e-05