Menu
Home
People
Places
Arts
History
Plants & Animals
Science
Life & Culture
Technology
Reference.org
Dataspace
open-in-new
<h2 id="history">History</h2> <p>According to a cyclic model of technology development, new technologies progress by first going through a phase of design competition, where the technology is explored and experiments are done, until the industry settles upon a dominant design and ceases to iterate so much.<a class="footnote-ref" id="fnref:11" href="#fn:11"><sup>11</sup></a> As of 2019<a href="https://en.wikipedia.org/w/index.php?title=Dataspace&action=edit">[update]</a>, Edward describes dataspaces having already undergone a "first wave" of adoption, composed of exploratory and proof-of-concept projects, and have begun a "second wave" in which they are being adapted for more general and less nice use cases.<a class="footnote-ref" id="fnref:12" href="#fn:12"><sup>12</sup></a> </p><p>The <a href="/facts/European_Commission/Cc5JgbEI">European Commission</a> has been working on the development of shared dataspaces for various industries called "Common European Data Spaces" since February 2020.<a class="footnote-ref" id="fnref:13" href="#fn:13"><sup>13</sup></a> Dataspaces are planned for the agriculture, energy, finance, health, media, manufacturing, mobility, and tourism industries as well as for the <a href="/facts/European_Green_Deal/Rl4omaD2">European Green Deal</a>, languages, public administration, research and innovation, and skills.<a class="footnote-ref" id="fnref:14" href="#fn:14"><sup>14</sup></a><a class="footnote-ref" id="fnref:15" href="#fn:15"><sup>15</sup></a> The first concrete steps taken were a number of research and innovation initiatives funded as part of the European Public-Private Partnership on Big Data Value (Big Data Value PPP).<a class="footnote-ref" id="fnref:16" href="#fn:16"><sup>16</sup></a> </p> <h2 id="see-also">See also</h2> <ul><li><a href="/facts/Data_integration/BU47JR28">Data integration</a></li> <li><a href="/facts/Data_mapping/1kTMajeS">Data mapping</a></li> <li><a href="/facts/Information_integration/veGbc8F7">Information integration</a></li> <li><a href="/facts/Linked_data/XKhE5aTQ">Linked data</a></li> <li><a href="/facts/Semantic_integration/IGcgnczH">Semantic integration</a></li> <li><a href="/facts/Semantic_query/Jshxmjqc">Semantic query</a></li></ul> <h2 id="further-reading">Further reading</h2> <ul><li>Partha Pratim Talukdar, Marie Jacob, Muhammad Salman Mehmood, Koby Crammer, Zachary G. Ives, Fernando Pereira, Sudipto Guha: Learning to create data-integrating queries. PVLDB 1(1): 785-796 (2008)</li> <li>Michael J. Franklin, Alon Y. Halevy, David Maier: <a href="http://www.vldb.org/pvldb/1/1454217.pdf">A first tutorial on dataspaces</a>. PVLDB 1(2): 1516-1517 (2008)</li> <li>Jens-Peter Dittrich, Marcos Antonio Vaz Salles: <a href="http://www.vldb.org/conf/2006/p367-dittrich.pdf">iDM: A Unified and Versatile Data Model for Personal Dataspace Management</a>. VLDB 2006: 367-378.</li></ul> <h2 id="references">References</h2> <ol> <li id="fn:1"><p>Curry, Edward (2020), Curry, Edward (ed.), "Dataspaces: Fundamentals, Principles, and Techniques", Real-time Linked Dataspaces: Enabling Data Ecosystems for Intelligent Systems, Cham: Springer International Publishing, pp. 45–62, doi:10.1007/978-3-030-29665-0_3, ISBN 978-3-030-29665-0 <a href="978-3-030-29665-0" target="_blank">978-3-030-29665-0</a> <a href="#fnref:1" class="footnote-back-ref">↩</a></p></li> <li id="fn:2"><p>Curry, Edward (2020), Curry, Edward (ed.), "Dataspaces: Fundamentals, Principles, and Techniques", Real-time Linked Dataspaces: Enabling Data Ecosystems for Intelligent Systems, Cham: Springer International Publishing, pp. 45–62, doi:10.1007/978-3-030-29665-0_3, ISBN 978-3-030-29665-0 <a href="978-3-030-29665-0" target="_blank">978-3-030-29665-0</a> <a href="#fnref:2" class="footnote-back-ref">↩</a></p></li> <li id="fn:3"><p>Curry, Edward (2020), Curry, Edward (ed.), "Dataspaces: Fundamentals, Principles, and Techniques", Real-time Linked Dataspaces: Enabling Data Ecosystems for Intelligent Systems, Cham: Springer International Publishing, pp. 45–62, doi:10.1007/978-3-030-29665-0_3, ISBN 978-3-030-29665-0 <a href="978-3-030-29665-0" target="_blank">978-3-030-29665-0</a> <a href="#fnref:3" class="footnote-back-ref">↩</a></p></li> <li id="fn:4"><p>Curry, Edward (2020), Curry, Edward (ed.), "Dataspaces: Fundamentals, Principles, and Techniques", Real-time Linked Dataspaces: Enabling Data Ecosystems for Intelligent Systems, Cham: Springer International Publishing, pp. 45–62, doi:10.1007/978-3-030-29665-0_3, ISBN 978-3-030-29665-0 <a href="978-3-030-29665-0" target="_blank">978-3-030-29665-0</a> <a href="#fnref:4" class="footnote-back-ref">↩</a></p></li> <li id="fn:5"><p>Belhajjame, K.; Paton, N. W.; Embury, S. M.; Fernandes, A. A. A.; Hedeler, C. (2013). "Incrementally improving dataspaces based on user feedback". Information Systems. 38 (5): 656. CiteSeerX 10.1.1.303.1957. doi:10.1016/j.is.2013.01.006. <a href="/wiki/Norman_Paton" target="_blank">/wiki/Norman_Paton</a> <a href="#fnref:5" class="footnote-back-ref">↩</a></p></li> <li id="fn:6"><p>Belhajjame, K.; Paton, N. W.; Embury, S. M.; Fernandes, A. A. A.; Hedeler, C. (2010). "Feedback-based annotation, selection and refinement of schema mappings for dataspaces". Proceedings of the 13th International Conference on Extending Database Technology - EDBT '10. p. 573. CiteSeerX 10.1.1.298.3519. doi:10.1145/1739041.1739110. ISBN 9781605589459. <a href="9781605589459" target="_blank">9781605589459</a> <a href="#fnref:6" class="footnote-back-ref">↩</a></p></li> <li id="fn:7"><p>Dong, X.; Halevy, A. (2007). "Indexing dataspaces". Proceedings of the 2007 ACM SIGMOD international conference on Management of data - SIGMOD '07. p. 43. doi:10.1145/1247480.1247487. ISBN 9781595936868. S2CID 1184444. <a href="9781595936868" target="_blank">9781595936868</a> <a href="#fnref:7" class="footnote-back-ref">↩</a></p></li> <li id="fn:8"><p>Howe, B.; Maier, D.; Rayner, N.; Rucker, J. (2008). "Quarrying dataspaces: Schemaless profiling of unfamiliar information sources". 2008 IEEE 24th International Conference on Data Engineering Workshop. p. 270. doi:10.1109/ICDEW.2008.4498331. ISBN 978-1-4244-2161-9. S2CID 14039616. <a href="978-1-4244-2161-9" target="_blank">978-1-4244-2161-9</a> <a href="#fnref:8" class="footnote-back-ref">↩</a></p></li> <li id="fn:9"><p>Sarma, A. D.; Dong, X. (L.; Halevy, A. Y. (2009). "Data Modeling in Dataspace Support Platforms". Conceptual Modeling: Foundations and Applications. Lecture Notes in Computer Science. Vol. 5600. pp. 122–138. doi:10.1007/978-3-642-02463-4_8. ISBN 978-3-642-02462-7. <a href="978-3-642-02462-7" target="_blank">978-3-642-02462-7</a> <a href="#fnref:9" class="footnote-back-ref">↩</a></p></li> <li id="fn:10"><p>Franklin, M.; Halevy, A.; Maier, D. (2005). "From databases to dataspaces". ACM SIGMOD Record. 34 (4): 27. doi:10.1145/1107499.1107502. S2CID 14092111. <a href="/wiki/Doi_(identifier)" target="_blank">/wiki/Doi_(identifier)</a> <a href="#fnref:10" class="footnote-back-ref">↩</a></p></li> <li id="fn:11"><p>Curry, Edward (2020), Curry, Edward (ed.), "Dataspaces: Fundamentals, Principles, and Techniques", Real-time Linked Dataspaces: Enabling Data Ecosystems for Intelligent Systems, Cham: Springer International Publishing, pp. 45–62, doi:10.1007/978-3-030-29665-0_3, ISBN 978-3-030-29665-0 <a href="978-3-030-29665-0" target="_blank">978-3-030-29665-0</a> <a href="#fnref:11" class="footnote-back-ref">↩</a></p></li> <li id="fn:12"><p>Curry, Edward (2020), Curry, Edward (ed.), "Dataspaces: Fundamentals, Principles, and Techniques", Real-time Linked Dataspaces: Enabling Data Ecosystems for Intelligent Systems, Cham: Springer International Publishing, pp. 45–62, doi:10.1007/978-3-030-29665-0_3, ISBN 978-3-030-29665-0 <a href="978-3-030-29665-0" target="_blank">978-3-030-29665-0</a> <a href="#fnref:12" class="footnote-back-ref">↩</a></p></li> <li id="fn:13"><p>"Shaping Europe's digital future: Common European Data Spaces". European Commission. Retrieved 2024-08-24. <a href="https://digital-strategy.ec.europa.eu/en/policies/data-spaces" target="_blank">https://digital-strategy.ec.europa.eu/en/policies/data-spaces</a> <a href="#fnref:13" class="footnote-back-ref">↩</a></p></li> <li id="fn:14"><p>"Shaping Europe's digital future: Common European Data Spaces". European Commission. Retrieved 2024-08-24. <a href="https://digital-strategy.ec.europa.eu/en/policies/data-spaces" target="_blank">https://digital-strategy.ec.europa.eu/en/policies/data-spaces</a> <a href="#fnref:14" class="footnote-back-ref">↩</a></p></li> <li id="fn:15"><p>"A view from Brussels: European strategy for data takes shape". International Association of Privacy Professionals. 11 January 2024. Retrieved 2024-08-24. <a href="https://iapp.org/news/a/a-view-from-brussels-european-strategy-for-data-takes-shape" target="_blank">https://iapp.org/news/a/a-view-from-brussels-european-strategy-for-data-takes-shape</a> <a href="#fnref:15" class="footnote-back-ref">↩</a></p></li> <li id="fn:16"><p>Scerri, Simon; Tuikka, Tuomo; de Vallejo, Irene Lopez; Curry, Edward (2022), Curry, Edward; Scerri, Simon; Tuikka, Tuomo (eds.), "Common European Data Spaces: Challenges and Opportunities", Data Spaces : Design, Deployment and Future Directions, Cham: Springer International Publishing, pp. 337–357, doi:10.1007/978-3-030-98636-0_16, ISBN 978-3-030-98636-0 <a href="978-3-030-98636-0" target="_blank">978-3-030-98636-0</a> <a href="#fnref:16" class="footnote-back-ref">↩</a></p></li> </ol>