The Clio project: managing heterogeneity
ACM SIGMOD Record
A survey of approaches to automatic schema matching
The VLDB Journal — The International Journal on Very Large Data Bases
Data integration through database federation
IBM Systems Journal
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Principles of dataspace systems
Proceedings of the twenty-fifth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
iDM: a unified and versatile data model for personal dataspace management
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
iTrails: pay-as-you-go information integration in dataspaces
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Data integration with uncertainty
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Schema merging and mapping creation for relational sources
EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology
Pay-as-you-go user feedback for dataspace systems
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Bootstrapping pay-as-you-go data integration systems
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Quarrying dataspaces: Schemaless profiling of unfamiliar information sources
ICDEW '08 Proceedings of the 2008 IEEE 24th International Conference on Data Engineering Workshop
Schema integration based on uncertain semantic mappings
ER'05 Proceedings of the 24th international conference on Conceptual Modeling
The web of linked data: a global public dataspace on the web: WebDB 2010 keynote
Procceedings of the 13th International Workshop on the Web and Databases
Pay-as-you-go mapping selection in dataspaces
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Search Computing
DSToolkit: an architecture for flexible dataspace management
Transactions on Large-Scale Data- and Knowledge-Centered Systems V
Pay-as-you-go data integration for linked data: opportunities, challenges and architectures
SWIM '12 Proceedings of the 4th International Workshop on Semantic Web Information Management
Pay-as-You-Go ranking of schema mappings using query logs
DILS'12 Proceedings of the 8th international conference on Data Integration in the Life Sciences
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The vision of dataspaces has been articulated as providing various of the benefits of classical data integration, but with reduced up-front costs, combined with opportunities for incremental refinement, enabling a "pay as you go" approach. However, results that seek to realise the vision exhibit considerable variety in their contexts, priorities and techniques, to the extent that the definitional characteristics of dataspaces are not necessarily becoming clearer over time. With a view to clarifying the key concepts in the area, encouraging the use of consistent terminology, and enabling systematic comparison of proposals, this paper defines a collection of dimensions that capture both the components that a dataspace management system may contain and the lifecycle it may support, and uses these dimensions to characterise representative proposals.