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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
1370
Venue
PODS
Year
2006
Pagerank
0.00011866011
Overall Rank
1,162 | 92.03%
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 27 of 27 citing papers.

Rank Citing Paper Year Venue Pagerank
314 Making Database Systems Usable 2007 SIGMOD 0.00021574636
574 Management of Probabilistic Data: Foundations and Challenges 2007 PODS 0.00016278855
699 Data Integration with Uncertainty 2007 VLDB 0.0001487423
762 Model Management 2.0: Manipulating Richer Mappings 2007 SIGMOD 0.00014231163
917 Data Integration: The Teenage Years 2006 VLDB 0.00013224381
944 RDF-3X: a RISC-style Engine for RDF 2008 VLDB 0.00013067088
969 Web-scale Data Integration: You can only afford to Pay As You Go 2007 CIDR 0.00012892148
1,873 A Web of Concepts 2009 PODS 9.5751398e-05
1,979 Scalable Join Processing on Very Large RDF Graphs 2009 SIGMOD 9.3621296e-05
2,025 Data Market Platforms: Trading Data Assets to Solve Data Problems 2020 VLDB 9.2903125e-05
2,405 DBLife: A Community Information Management Platform for the Database Research Community 2007 CIDR 8.6217909e-05
3,239 Keyword Search on Structured and Semi-Structured Data 2009 SIGMOD 7.6078324e-05
3,514 On-the-Fly Entity-Aware Query Processing in the Presence of Linkage 2010 VLDB 7.3540873e-05
4,938 Supervised Meta-blocking 2014 VLDB 6.4338718e-05
5,006 iTrails: Pay-as-you-go Information Integration in Dataspaces 2007 VLDB 6.4034229e-05
5,100 Indexing Dataspaces 2007 SIGMOD 6.3646337e-05
5,154 Cooperative Update Exchange in the Youtopia System 2009 VLDB 6.3423714e-05
5,343 Crowdsourcing Applications and Platforms: A Data Management Perspective 2011 VLDB 6.259258e-05
5,389 A First Tutorial on Dataspaces 2008 VLDB 6.2346998e-05
5,488 Managing Structured Collections of Community Data 2011 CIDR 6.2005482e-05
6,011 From Information to Knowledge: Harvesting Entities and Relationships from Web Sources 2010 PODS 6.0105397e-05
6,570 Impliance: A Next Generation Information Management Appliance 2007 CIDR 5.8374374e-05
6,827 Sampling Dirty Data for Matching Attributes 2010 SIGMOD 5.7616041e-05
8,753 LinkDB: A Probabilistic Linkage Database System 2011 SIGMOD 5.3766157e-05
12,568 UQBE: Uncertain Query By Example for Web Service Mashup 2008 SIGMOD 5.093636e-05
12,606 Implementing Filesystems by Tree-aware DBMSs 2008 VLDB 5.093636e-05
12,632 HomeViews: Peer-to-Peer Middleware for Personal Data Sharing Applications 2007 SIGMOD 5.093636e-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
22 Data Integration: A Theoretical Perspective 2002 PODS 0.00056204792
33 Consistent Query Answers in Inconsistent Databases 1999 PODS 0.00049907763
50 Efficient Query Evaluation on Probabilistic Databases 2004 VLDB 0.00043596705
77 XRANK: Ranked Keyword Search over XML Documents 2003 SIGMOD 0.00037048607
78 ULDBs: Databases with Uncertainty and Lineage 2006 VLDB 0.00036571789
117 Querying Heterogeneous Information Sources Using Source Descriptions 1996 VLDB 0.00032192665
125 Trio: A System for Integrated Management of Data, Accuracy, and Lineage 2005 CIDR 0.00030932014
212 Efficient IR-Style Keyword Search over Relational Databases 2003 VLDB 0.000247733
263 Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach 2001 SIGMOD 0.0002305693
506 Schema Mappings, Data Exchange, and Metadata Management 2005 PODS 0.0001728171
531 An Annotation Management System for Relational Databases 2004 VLDB 0.00017083233
585 Lineage Tracing for General Data Warehouse Transformations 2001 VLDB 0.00016139897
586 ConQuer: Efficient Management of Inconsistent Databases 2005 SIGMOD 0.00016124396
1,371 DTL’s DataSpot: Database Exploration Using Plain Language 1998 VLDB 0.00010995344
1,733 Reconciling while Tolerating Disagreement in Collaborative Data Sharing 2006 SIGMOD 9.906536e-05
1,781 ORCHESTRA: Rapid, Collaborative Sharing of Dynamic Data 2005 CIDR 9.7739542e-05
2,236 A Platform for Personal Information Management and Integration 2005 CIDR 8.8902064e-05
2,359 Integrating DB and IR Technologies: What is the Sound of One Hand Clapping? * 2005 CIDR 8.698016e-05
2,687 Answering Queries from Statistics and Probabilistic Views 2005 VLDB 8.2579315e-05
3,750 Dependency Satisfaction in Databases with Incomplete Information 1984 VLDB 7.1534069e-05
5,525 Structure and Content Scoring for XML 2005 VLDB 6.186487e-05
6,979 Similarity Search for Web Services 2004 VLDB 5.7303405e-05
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# Overall Rank Paper Year Venue
1 12,481 The Case for a Structured Approach to Managing Unstructured Data 2009 CIDR
2 7,247 Data Management for Pervasive Computing 2001 VLDB
3 12,379 Pay-As-You-Go Mapping Selection in Dataspaces 2011 SIGMOD
4 11,518 Building a Shared Conceptual Model of Complex, Heterogeneous Data Systems: A Demonstration 2022 CIDR
5 1,649 Bootstrapping Pay-As-You-Go Data Integration Systems 2008 SIGMOD
6 5,006 iTrails: Pay-as-you-go Information Integration in Dataspaces 2007 VLDB
7 866 Pay-as-you-go User Feedback for Dataspace Systems 2008 SIGMOD
8 7,653 Abstraction without regret in data management systems 2013 CIDR
9 5,100 Indexing Dataspaces 2007 SIGMOD
10 5,389 A First Tutorial on Dataspaces 2008 VLDB