Improving Data Quality by Rules: A Numismatic Example

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dc.contributor.author Tolle, Karsten
dc.contributor.author Wigg-Wolf, David
dc.date.accessioned 2020-06-24T12:40:04Z
dc.date.available 2020-06-24T12:40:04Z
dc.date.issued 2020-11-11
dc.identifier.uri http://hdl.handle.net/10900/101838
dc.identifier.uri http://nbn-resolving.de/urn:nbn:de:bsz:21-dspace-1018389 de_DE
dc.identifier.uri http://dx.doi.org/10.15496/publikation-43217
dc.description.abstract The archaeological data dealt with in our database solution Antike Fundmünzen in Europa (AFE), which records finds of ancient coins, is entered by humans. Based on the Linked Open Data (LOD) approach, we link our data to Nomisma.org concepts, as well as to other resources like Online Coins of the Roman Empire (OCRE). Since information such as denomination, material, etc. is recorded for each single coin, this information should be identical for coins of the same type. Unfortunately, this is not always the case, mostly due to human errors. Based on rules that we implemented, we were able to make use of this redundant information in order to detect possible errors within AFE, and were even able to correct errors in Nomimsa.org. However, the approach had the weakness that it was necessary to transform the data into an internal data model. In a second step, we therefore developed our rules within the Linked Open Data world. The rules can now be applied to datasets following the Nomisma. org modelling approach, as we demonstrated with data held by Corpus Nummorum Thracorum (CNT). We believe that the use of methods like this to increase the data quality of individual databases, as well as across different data sources and up to the higher levels of OCRE and Nomisma.org, is mandatory in order to increase trust in them. en
dc.language.iso en de_DE
dc.publisher Universität Tübingen de_DE
dc.rights cc_by-nc-nd de_DE
dc.rights.uri http://creativecommons.org/licenses/by-nc-nd/3.0/de/deed.de de_DE
dc.rights.uri http://creativecommons.org/licenses/by-nc-nd/3.0/de/deed.en en
dc.subject.classification Datenqualität , Ungewissheit de_DE
dc.subject.ddc 930 de_DE
dc.subject.other data quality en
dc.subject.other SWRL en
dc.subject.other uncertainty en
dc.title Improving Data Quality by Rules: A Numismatic Example en
dc.type ConferencePaper de_DE
utue.publikation.fachbereich Archäologie de_DE
utue.publikation.fakultaet 5 Philosophische Fakultät de_DE
utue.opus.portal caadamw de_DE
utue.publikation.noppn yes de_DE

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cc_by-nc-nd Except where otherwise noted, this item's license is described as cc_by-nc-nd