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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
0.00011964697
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 0.00021164857
587 Management of Probabilistic Data: Foundations and Challenges 2007 PODS 0.00015933201
715 Data Integration with Uncertainty 2007 VLDB 0.00014559092
793 Model Management 2.0: Manipulating Richer Mappings 2007 SIGMOD 0.00013942384
824 Data Integration: The Teenage Years 2006 VLDB 0.00013646923
954 RDF-3X: a RISC-style Engine for RDF 2008 VLDB 0.00012867202
991 Web-scale Data Integration: You can only afford to Pay As You Go 2007 CIDR 0.00012647155
1,845 Data Market Platforms: Trading Data Assets to Solve Data Problems 2020 VLDB 9.5136397e-05
1,917 A Web of Concepts 2009 PODS 9.3790758e-05
2,026 Scalable Join Processing on Very Large RDF Graphs 2009 SIGMOD 9.1624074e-05
2,462 DBLife: A Community Information Management Platform for the Database Research Community 2007 CIDR 8.4317833e-05
3,312 Keyword Search on Structured and Semi-Structured Data 2009 SIGMOD 7.4385614e-05
3,577 On-the-Fly Entity-Aware Query Processing in the Presence of Linkage 2010 VLDB 7.1931114e-05
5,064 Supervised Meta-blocking 2014 VLDB 6.2906903e-05
5,128 iTrails: Pay-as-you-go Information Integration in Dataspaces 2007 VLDB 6.260847e-05
5,220 Indexing Dataspaces 2007 SIGMOD 6.2220078e-05
5,256 Cooperative Update Exchange in the Youtopia System 2009 VLDB 6.2073004e-05
5,466 Crowdsourcing Applications and Platforms: A Data Management Perspective 2011 VLDB 6.1202777e-05
5,523 A First Tutorial on Dataspaces 2008 VLDB 6.0951795e-05
5,596 Managing Structured Collections of Community Data 2011 CIDR 6.0719945e-05
6,104 From Information to Knowledge: Harvesting Entities and Relationships from Web Sources 2010 PODS 5.886265e-05
6,683 Impliance: A Next Generation Information Management Appliance 2007 CIDR 5.7087013e-05
6,967 Sampling Dirty Data for Matching Attributes 2010 SIGMOD 5.6323307e-05
8,916 LinkDB: A Probabilistic Linkage Database System 2011 SIGMOD 5.2559789e-05
11,031 Interoperability in Healthcare: A Primer and New Frontiers 2026 VLDB 4.9793485e-05
12,858 UQBE: Uncertain Query By Example for Web Service Mashup 2008 SIGMOD 4.9793485e-05
12,896 Implementing Filesystems by Tree-aware DBMSs 2008 VLDB 4.9793485e-05
12,922 HomeViews: Peer-to-Peer Middleware for Personal Data Sharing Applications 2007 SIGMOD 4.9793485e-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 0.00055043581
33 Consistent Query Answers in Inconsistent Databases 1999 PODS 0.00049349003
51 Efficient Query Evaluation on Probabilistic Databases 2004 VLDB 0.00042936299
81 XRANK: Ranked Keyword Search over XML Documents 2003 SIGMOD 0.00036346781
84 ULDBs: Databases with Uncertainty and Lineage 2006 VLDB 0.00035963861
117 Querying Heterogeneous Information Sources Using Source Descriptions 1996 VLDB 0.00031630695
126 Trio: A System for Integrated Management of Data, Accuracy, and Lineage 2005 CIDR 0.00030439683
217 Efficient IR-Style Keyword Search over Relational Databases 2003 VLDB 0.00024465994
269 Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach 2001 SIGMOD 0.00022620777
517 Schema Mappings, Data Exchange, and Metadata Management 2005 PODS 0.00016948466
525 An Annotation Management System for Relational Databases 2004 VLDB 0.00016890994
591 Lineage Tracing for General Data Warehouse Transformations 2001 VLDB 0.00015888097
595 ConQuer: Efficient Management of Inconsistent Databases 2005 SIGMOD 0.00015798582
1,401 DTL’s DataSpot: Database Exploration Using Plain Language 1998 VLDB 0.00010774626
1,761 Reconciling while Tolerating Disagreement in Collaborative Data Sharing 2006 SIGMOD 9.7093946e-05
1,809 ORCHESTRA: Rapid, Collaborative Sharing of Dynamic Data 2005 CIDR 9.5935116e-05
2,273 A Platform for Personal Information Management and Integration 2005 CIDR 8.7118476e-05
2,396 Integrating DB and IR Technologies: What is the Sound of One Hand Clapping? * 2005 CIDR 8.5278724e-05
2,718 Answering Queries from Statistics and Probabilistic Views 2005 VLDB 8.0978764e-05
3,807 Dependency Satisfaction in Databases with Incomplete Information 1984 VLDB 7.0097907e-05
5,635 Structure and Content Scoring for XML 2005 VLDB 6.0575292e-05
7,119 Similarity Search for Web Services 2004 VLDB 5.601767e-05
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# Overall Rank Paper Year Venue
1 7,397 Data Management for Pervasive Computing 2001 VLDB
2 12,670 Pay-As-You-Go Mapping Selection in Dataspaces 2011 SIGMOD
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4 1,667 Bootstrapping Pay-As-You-Go Data Integration Systems 2008 SIGMOD
5 5,128 iTrails: Pay-as-you-go Information Integration in Dataspaces 2007 VLDB
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8 11,038 Semantic Data Systems: From Data Management to Data Understanding 2026 VLDB
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