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A Semantic Data Value Vocabulary Supporting Data Value Assessment and Measurement Integration

Topics: Business-It Allignment; Coupling and Integrating Heterogeneous Data Sources; Enterprise Knowledge Engineering and Management; Industrial Applications of Artificial Intelligence; Knowledge Management; Ontology Engineering; Semantic Web Technologies and Applications

Authors: Judie Attard and Rob Brennan

Affiliation: Trinity College Dublin, Ireland

ISBN: 978-989-758-298-1

Keyword(s): Data Value, Data Value Chains, Ontology, Linked Data, Data Governance, Data Management.

Abstract: In this paper we define the Data Value Vocabulary (DaVe) 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.

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Paper citation in several formats:
Attard J. and Brennan R. (2018). A Semantic Data Value Vocabulary Supporting Data Value Assessment and Measurement Integration.In Proceedings of the 20th International Conference on Enterprise Information Systems - Volume 2: ICEIS, ISBN 978-989-758-298-1, pages 133-144. DOI: 10.5220/0006777701330144

@conference{iceis18,
author={Judie Attard and Rob Brennan},
title={A Semantic Data Value Vocabulary Supporting Data Value Assessment and Measurement Integration},
booktitle={Proceedings of the 20th International Conference on Enterprise Information Systems - Volume 2: ICEIS,},
year={2018},
pages={133-144},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006777701330144},
isbn={978-989-758-298-1},
}

TY - CONF

JO - Proceedings of the 20th International Conference on Enterprise Information Systems - Volume 2: ICEIS,
TI - A Semantic Data Value Vocabulary Supporting Data Value Assessment and Measurement Integration
SN - 978-989-758-298-1
AU - Attard J.
AU - Brennan R.
PY - 2018
SP - 133
EP - 144
DO - 10.5220/0006777701330144

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