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Principles of Dataspace Systems

Summary: Introduces dataspaces and DataSpace Support Platforms (DSSPs) as a pragmatic abstraction for managing heterogeneous, interrelated sources without full semantic integration. Focuses on query answering over incomplete mappings, introspection of content, and human-in-the-loop semantic refinement. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
h10a4328db026abac
Venue
PODS
Year
2006
Pagerank
0.00011920747
Overall Rank
1,120 | 92.50%
DOI
10.1145/1142351.1142352

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{halevy_pods06,
        address = {New York, NY, USA},
        series = {{PODS} '06},
        title = {{Principles of Dataspace Systems}},
        url = {https://dl.acm.org/doi/10.1145/1142351.1142352},
        doi = {10.1145/1142351.1142352},
        booktitle = {Proceedings of the {ACM} {SIGMOD} Symposium on {Principles} of {Database} {Systems}},
        publisher = {Association for Computing Machinery},
        author = {Halevy, Alon and Franklin, Michael and Maier, David},
        year = {2006}
}

Incoming Citations (Sorted by Pagerank)

Showing 28 of 28 citing papers.

Rank Citing Paper Year Venue Pagerank
321 Making Database Systems Usable 2007 SIGMOD 0.00021093212
590 Management of Probabilistic Data: Foundations and Challenges 2007 PODS 0.00015876538
718 Data Integration with Uncertainty 2007 VLDB 0.00014507333
795 Model Management 2.0: Manipulating Richer Mappings 2007 SIGMOD 0.00013895182
826 Data Integration: The Teenage Years 2006 VLDB 0.00013599086
959 RDF-3X: a RISC-style Engine for RDF 2008 VLDB 0.00012825889
994 Web-scale Data Integration: You can only afford to Pay As You Go 2007 CIDR 0.00012610224
1,858 Data Market Platforms: Trading Data Assets to Solve Data Problems 2020 VLDB 9.4779185e-05
1,927 A Web of Concepts 2009 PODS 9.3492587e-05
2,041 Scalable Join Processing on Very Large RDF Graphs 2009 SIGMOD 9.1287048e-05
2,471 DBLife: A Community Information Management Platform for the Database Research Community 2007 CIDR 8.4007363e-05
3,323 Keyword Search on Structured and Semi-Structured Data 2009 SIGMOD 7.4116032e-05
3,590 On-the-Fly Entity-Aware Query Processing in the Presence of Linkage 2010 VLDB 7.166226e-05
5,085 Supervised Meta-blocking 2014 VLDB 6.2672402e-05
5,152 iTrails: Pay-as-you-go Information Integration in Dataspaces 2007 VLDB 6.2375943e-05
5,247 Indexing Dataspaces 2007 SIGMOD 6.1985096e-05
5,281 Cooperative Update Exchange in the Youtopia System 2009 VLDB 6.1839131e-05
5,478 Crowdsourcing Applications and Platforms: A Data Management Perspective 2011 VLDB 6.0999674e-05
5,545 A First Tutorial on Dataspaces 2008 VLDB 6.0723258e-05
5,612 Managing Structured Collections of Community Data 2011 CIDR 6.0493583e-05
6,091 From Information to Knowledge: Harvesting Entities and Relationships from Web Sources 2010 PODS 5.8724947e-05
6,702 Impliance: A Next Generation Information Management Appliance 2007 CIDR 5.687616e-05
6,988 Sampling Dirty Data for Matching Attributes 2010 SIGMOD 5.6110503e-05
8,944 LinkDB: A Probabilistic Linkage Database System 2011 SIGMOD 5.2361195e-05
11,101 Interoperability in Healthcare: A Primer and New Frontiers 2026 VLDB 4.9605343e-05
12,907 UQBE: Uncertain Query By Example for Web Service Mashup 2008 SIGMOD 4.9605343e-05
12,944 Implementing Filesystems by Tree-aware DBMSs 2008 VLDB 4.9605343e-05
12,970 HomeViews: Peer-to-Peer Middleware for Personal Data Sharing Applications 2007 SIGMOD 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 22 of 22 cited papers.

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

Rank Cited Paper Year Venue Pagerank
24 Data Integration: A Theoretical Perspective 2002 PODS 0.00055201845
33 Consistent Query Answers in Inconsistent Databases 1999 PODS 0.00049435337
51 Efficient Query Evaluation on Probabilistic Databases 2004 VLDB 0.00042804864
81 XRANK: Ranked Keyword Search over XML Documents 2003 SIGMOD 0.00036224963
85 ULDBs: Databases with Uncertainty and Lineage 2006 VLDB 0.00035848027
117 Querying Heterogeneous Information Sources Using Source Descriptions 1996 VLDB 0.00031526277
127 Trio: A System for Integrated Management of Data, Accuracy, and Lineage 2005 CIDR 0.00030337791
217 Efficient IR-Style Keyword Search over Relational Databases 2003 VLDB 0.00024417824
271 Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach 2001 SIGMOD 0.00022566676
524 Schema Mappings, Data Exchange, and Metadata Management 2005 PODS 0.00016888746
529 An Annotation Management System for Relational Databases 2004 VLDB 0.00016834919
592 Lineage Tracing for General Data Warehouse Transformations 2001 VLDB 0.0001583562
597 ConQuer: Efficient Management of Inconsistent Databases 2005 SIGMOD 0.00015742369
1,408 DTL’s DataSpot: Database Exploration Using Plain Language 1998 VLDB 0.00010735958
1,775 Reconciling while Tolerating Disagreement in Collaborative Data Sharing 2006 SIGMOD 9.6734306e-05
1,818 ORCHESTRA: Rapid, Collaborative Sharing of Dynamic Data 2005 CIDR 9.5594619e-05
2,291 A Platform for Personal Information Management and Integration 2005 CIDR 8.680498e-05
2,406 Integrating DB and IR Technologies: What is the Sound of One Hand Clapping? * 2005 CIDR 8.4962449e-05
2,729 Answering Queries from Statistics and Probabilistic Views 2005 VLDB 8.0681587e-05
3,817 Dependency Satisfaction in Databases with Incomplete Information 1984 VLDB 6.9840047e-05
5,650 Structure and Content Scoring for XML 2005 VLDB 6.0347441e-05
7,144 Similarity Search for Web Services 2004 VLDB 5.580601e-05
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# Overall Rank Paper Year Venue
1 7,418 Data Management for Pervasive Computing 2001 VLDB
2 12,719 Pay-As-You-Go Mapping Selection in Dataspaces 2011 SIGMOD
3 11,877 Building a Shared Conceptual Model of Complex, Heterogeneous Data Systems: A Demonstration 2022 CIDR
4 1,673 Bootstrapping Pay-As-You-Go Data Integration Systems 2008 SIGMOD
5 5,152 iTrails: Pay-as-you-go Information Integration in Dataspaces 2007 VLDB
6 890 Pay-as-you-go User Feedback for Dataspace Systems 2008 SIGMOD
7 7,799 Abstraction without regret in data management systems 2013 CIDR
8 11,108 Semantic Data Systems: From Data Management to Data Understanding 2026 VLDB
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10 5,545 A First Tutorial on Dataspaces 2008 VLDB