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dc.contributor.authorHeitmann, Benjamin
dc.contributor.authorHayes, Conor
dc.date.accessioned2017-06-02T10:56:45Z
dc.date.available2017-06-02T10:56:45Z
dc.date.issued2010-07-20
dc.identifier.citationHeitmann, Benjamin, & Hayes, Conor. (2010). Enabling Case-Based Reasoning on the Web of Data Paper presented at the Enabling Case-Based Reasoning on the Web of Data: WS4: WebCBR-10: Reasoning From Experiences On The Web, Alessandria, Italy, 20 July.en_IE
dc.identifier.urihttp://hdl.handle.net/10379/6560
dc.description.abstractWhile Case-based reasoning (CBR) has successfully been deployed on the Web, its data models are typically inconsistent with existing information infrastructure and standards. In this paper, we examine how CBR can operate on the emerging Web of Data, with mutual benefits. The expense of knowledge engineering and curating a case base can be reduced by using Linked Data from the Web of Data. While Linked Data provides experiential data from many different domains, it also contains inconsistencies, missing data and noise which provide challenges for logic-based reasoning. CBR is well suited to provide alternative and robust reasoning approaches. We introduce (i) a lightweight CBR vocabulary which is suited for the open ecosystem of the emerging Web of Data, and provide (ii) a detailed example of a case base using data from multiple sources. We propose that for the first time the Web of Data provides data and a real context for open CBR systems.en_IE
dc.description.sponsorshipThe work presented in this paper has been funded by Science Foundation Ireland under Grant No. SFI/08/CE/I1380 (Líon-2).en_IE
dc.formatapplication/pdfen_IE
dc.language.isoenen_IE
dc.relation.ispartofThe Eighteenth International Conference on Case-Based Reasoning ICCBR; WebCBR: Workshop on Reasoning from Experiences on the Weben
dc.subjectData analyticsen_IE
dc.subjectCase-based reasoningen_IE
dc.titleEnabling case-based reasoning on the web of dataen_IE
dc.typeWorkshop paperen_IE
dc.date.updated2017-05-22T21:34:33Z
dc.local.publishedsourcehttp://www.iccbr.org/iccbr2010/html/workshops.htmlen_IE
dc.description.peer-reviewedpeer-reviewed
dc.contributor.funder|~|1267883|~|
dc.internal.rssid12632427
dc.local.contactConor Hayes, Information Technology, School Of Engineering &, Informatics, Nui Galway. 5110 Email: conor.hayes@deri.org
dc.local.copyrightcheckedYes
dc.local.versionACCEPTED
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