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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
0.00011959287
Overall Rank
1,114 | 92.52%
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
319 Making Database Systems Usable 2007 SIGMOD 0.00021155013
587 Management of Probabilistic Data: Foundations and Challenges 2007 PODS 0.00015927027
715 Data Integration with Uncertainty 2007 VLDB 0.00014552507
793 Model Management 2.0: Manipulating Richer Mappings 2007 SIGMOD 0.00013935809
824 Data Integration: The Teenage Years 2006 VLDB 0.00013641217
954 RDF-3X: a RISC-style Engine for RDF 2008 VLDB 0.00012866296
992 Web-scale Data Integration: You can only afford to Pay As You Go 2007 CIDR 0.00012641942
1,847 Data Market Platforms: Trading Data Assets to Solve Data Problems 2020 VLDB 9.5091361e-05
1,919 A Web of Concepts 2009 PODS 9.3747487e-05
2,029 Scalable Join Processing on Very Large RDF Graphs 2009 SIGMOD 9.1580838e-05
2,462 DBLife: A Community Information Management Platform for the Database Research Community 2007 CIDR 8.427832e-05
3,313 Keyword Search on Structured and Semi-Structured Data 2009 SIGMOD 7.4350441e-05
3,580 On-the-Fly Entity-Aware Query Processing in the Presence of Linkage 2010 VLDB 7.1897827e-05
5,067 Supervised Meta-blocking 2014 VLDB 6.2877137e-05
5,131 iTrails: Pay-as-you-go Information Integration in Dataspaces 2007 VLDB 6.2578858e-05
5,225 Indexing Dataspaces 2007 SIGMOD 6.2190653e-05
5,259 Cooperative Update Exchange in the Youtopia System 2009 VLDB 6.2044097e-05
5,470 Crowdsourcing Applications and Platforms: A Data Management Perspective 2011 VLDB 6.1173893e-05
5,526 A First Tutorial on Dataspaces 2008 VLDB 6.0922984e-05
5,597 Managing Structured Collections of Community Data 2011 CIDR 6.069136e-05
6,105 From Information to Knowledge: Harvesting Entities and Relationships from Web Sources 2010 PODS 5.8836889e-05
6,688 Impliance: A Next Generation Information Management Appliance 2007 CIDR 5.7060345e-05
6,968 Sampling Dirty Data for Matching Attributes 2010 SIGMOD 5.6296644e-05
8,924 LinkDB: A Probabilistic Linkage Database System 2011 SIGMOD 5.2534908e-05
11,040 Interoperability in Healthcare: A Primer and New Frontiers 2026 VLDB 4.9769913e-05
12,864 UQBE: Uncertain Query By Example for Web Service Mashup 2008 SIGMOD 4.9769913e-05
12,902 Implementing Filesystems by Tree-aware DBMSs 2008 VLDB 4.9769913e-05
12,928 HomeViews: Peer-to-Peer Middleware for Personal Data Sharing Applications 2007 SIGMOD 4.9769913e-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 0.00055018384
33 Consistent Query Answers in Inconsistent Databases 1999 PODS 0.00049326063
51 Efficient Query Evaluation on Probabilistic Databases 2004 VLDB 0.00042926566
81 XRANK: Ranked Keyword Search over XML Documents 2003 SIGMOD 0.00036330407
84 ULDBs: Databases with Uncertainty and Lineage 2006 VLDB 0.00035960573
117 Querying Heterogeneous Information Sources Using Source Descriptions 1996 VLDB 0.00031616101
126 Trio: A System for Integrated Management of Data, Accuracy, and Lineage 2005 CIDR 0.00030430114
217 Efficient IR-Style Keyword Search over Relational Databases 2003 VLDB 0.00024454844
269 Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach 2001 SIGMOD 0.00022610366
517 Schema Mappings, Data Exchange, and Metadata Management 2005 PODS 0.0001694094
525 An Annotation Management System for Relational Databases 2004 VLDB 0.00016889428
590 Lineage Tracing for General Data Warehouse Transformations 2001 VLDB 0.00015884721
595 ConQuer: Efficient Management of Inconsistent Databases 2005 SIGMOD 0.00015791577
1,401 DTL’s DataSpot: Database Exploration Using Plain Language 1998 VLDB 0.00010769602
1,762 Reconciling while Tolerating Disagreement in Collaborative Data Sharing 2006 SIGMOD 9.7052022e-05
1,808 ORCHESTRA: Rapid, Collaborative Sharing of Dynamic Data 2005 CIDR 9.5901231e-05
2,276 A Platform for Personal Information Management and Integration 2005 CIDR 8.7080472e-05
2,397 Integrating DB and IR Technologies: What is the Sound of One Hand Clapping? * 2005 CIDR 8.5238625e-05
2,718 Answering Queries from Statistics and Probabilistic Views 2005 VLDB 8.094465e-05
3,808 Dependency Satisfaction in Databases with Incomplete Information 1984 VLDB 7.0068633e-05
5,637 Structure and Content Scoring for XML 2005 VLDB 6.0546718e-05
7,121 Similarity Search for Web Services 2004 VLDB 5.5991152e-05
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# Overall Rank Paper Year Venue
1 7,400 Data Management for Pervasive Computing 2001 VLDB
2 12,676 Pay-As-You-Go Mapping Selection in Dataspaces 2011 SIGMOD
3 11,833 Building a Shared Conceptual Model of Complex, Heterogeneous Data Systems: A Demonstration 2022 CIDR
4 1,668 Bootstrapping Pay-As-You-Go Data Integration Systems 2008 SIGMOD
5 5,131 iTrails: Pay-as-you-go Information Integration in Dataspaces 2007 VLDB
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8 11,047 Semantic Data Systems: From Data Management to Data Understanding 2026 VLDB
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