A semantic data value vocabulary supporting
data value assessment and measurement integration
Attard, JudieORCID: 0000-0001-7507-1864 and Brennan, RobORCID: 0000-0001-6546-6408
(2018)
A semantic data value vocabulary supporting
data value assessment and measurement integration.
In: 20th International Conference on Enterprise Information Systems - ICEIS, 26-28 July 2018, Funchal, Madeira, Portugal.
ISBN 978-989-758-298-1
In this paper we define DaVe: a data value vocabulary that allows for the comprehensive representation of data
value. This vocabulary enables users to extend it using data value dimensions as required in the context at
hand. DaVe caters for the lack of consensus on what characterises data value, and also how to model it. This
vocabulary will allow users to monitor and asses data value throughout any value creating or data exploitation
efforts, therefore laying the basis for effective management of value and efficient value exploitation. It also allows for the integration of diverse metrics that span many data value dimensions and which most likely pertain
to a range of different tools in different formats. This data value vocabulary is based on requirements extracted from a number of value assessment use cases extracted from literature, and is evaluated using Gruber’s
ontology design criteria, and by instantiating it in a deployment case study.
Metadata
Item Type:
Conference or Workshop Item (Paper)
Event Type:
Conference
Refereed:
Yes
Uncontrolled Keywords:
Data Value; Data Value Chains; Ontology; Linked Data; Data Governance