Probabilistic Keys

Brown, P; Link, Sebastian

dc.contributor.author	Brown, P	en
dc.contributor.author	Link, Sebastian	en
dc.date.accessioned	2017-05-31T01:12:59Z	en
dc.date.issued	2017-03-01	en
dc.identifier.citation	IEEE Transactions on Knowledge and Data Engineering 29(3):670-682 01 Mar 2017	en
dc.identifier.issn	1041-4347	en
dc.identifier.uri	http://hdl.handle.net/2292/33185	en
dc.description.abstract	Probabilistic databases address well the requirements of an increasing number of modern applications that produce large volumes of uncertain data from a variety of sources. Probabilistic keys enforce the integrity of entities in order to facilitate data processing in probabilistic database systems. For this purpose, we establish algorithms for an agile schema-and data-driven elicitation of the marginal probability by which keys should hold in a given application domain, and for reasoning about these keys. The efficiency of our elicitation framework is demonstrated theoretically and experimentally.	en
dc.publisher	Institute of Electrical and Electronics Engineers	en
dc.relation.ispartofseries	IEEE Transactions on Knowledge and Data Engineering	en
dc.rights	Items in ResearchSpace are protected by copyright, with all rights reserved, unless otherwise indicated. Previously published items are made available in accordance with the copyright policy of the publisher. Details obtained from http://www.sherpa.ac.uk/romeo/issn/1041-4347/	en
dc.rights.uri	https://researchspace.auckland.ac.nz/docs/uoa-docs/rights.htm	en
dc.title	Probabilistic Keys	en
dc.type	Journal Article	en
dc.identifier.doi	10.1109/TKDE.2016.2633342	en
pubs.issue	3	en
pubs.begin-page	670	en
pubs.volume	29	en
dc.description.version	AM - Accepted Manuscript	en
dc.rights.holder	Copyright: Institute of Electrical and Electronics Engineers	en
pubs.end-page	682	en
pubs.publication-status	Published	en
dc.rights.accessrights	http://purl.org/eprint/accessRights/OpenAccess	en
pubs.subtype	Article	en
pubs.elements-id	612561	en
pubs.org-id	Science	en
pubs.org-id	School of Computer Science	en
dc.identifier.eissn	1558-2191	en
pubs.record-created-at-source-date	2017-05-31	en