DataSpace: A Data Web for the Exploratory Analysis and Mining of Data
Computing in Science and Engineering
Data webs for earth science data
Parallel Computing - Special issue: High performance computing with geographical data
The integrated microbial genomes (IMG) system: a case study in biological data management
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Principles of dataspace systems
Proceedings of the twenty-fifth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
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
A relational approach to incrementally extracting and querying structure in unstructured data
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
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
WebTables: exploring the power of tables on the web
Proceedings of the VLDB Endowment
Proceedings of the VLDB Endowment
Quarrying dataspaces: Schemaless profiling of unfamiliar information sources
ICDEW '08 Proceedings of the 2008 IEEE 24th International Conference on Data Engineering Workshop
From information to knowledge: harvesting entities and relationships from web sources
Proceedings of the twenty-ninth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Layered graph data model for data management of dataspace support platform
WAIM'11 Proceedings of the 12th international conference on Web-age information management
Indexing dataspaces with partitions
World Wide Web
A query answering system for data with evolution relationships
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
On-demand multidimensional data integration: toward a semantic foundation for cloud intelligence
The Journal of Supercomputing
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Dataspace systems offer services on data without requiring upfront semantic integration. In sharp contrast with existing information-integration systems, dataspaces systems offer best-effort answers even before semantic mappings are provided to the system. Dataspaces offer a pay-as-you-go approach to data management. Users (or administrators) of the system decide where and when it is worthwhile to invest more effort in identifying semantic relationships. As such, dataspaces offer services on the data in place, without losing the context surrounding the data.