Browsing Computer Science (Scholarly Publications) by Author "Attard, Judie"
Now showing items 1-6 of 6
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Challenges in Value-Driven Data Governance
Attard, Judie; Brennan, Rob (Springer, Cham, 2018-10-22)Data is quite popularly considered to be the new oil since it has become a valuable commodity. This has resulted in many entities and businesses that hoard data with the aim of exploiting it. Yet, the ‘simple’ exploitation ... -
Is the LOD cloud at risk of becoming a museum for datasets? Looking ahead towards a fully collaborative and sustainable LOD cloud.
Debattista, Jeremy; Attard, Judie; Brennan, Rob; O'Sullivan, Declan (2019)The Linked Open Data (LOD) cloud has been around since 2007. Throughout the years, this prominent depiction served as the epitome for Linked Data and acted as a starting point for many. In this article we perform a number ... -
Management of Data Value Chains, a Value Monitoring Capability Maturity Model
Brennan, Rob; Attard, Judie (2018)This paper identifies management capabilities for data value chains as a gap in current data value research. It specifies a data value management capability framework and a first data value monitoring capability maturity ... -
Saffron: A Data Value Assessment Tool for Quantifying the Value of Data Assets
Attard, Judie; Debattista, Jeremy; Brennan, Rob (2019)Data has become an indispensable commodity and it is the basis for many products and services. It has become increasingly important to understand the value of this data in order to be able to exploit it and reap the full ... -
Semantic Data Ingestion for Big Data Value-Driven Intelligent Analytics
Brennan, Rob; Debattista, Jeremy; Attard, Judie (IEEE, 2018)In this position paper we describe a conceptualmodel for intelligent Big Data analytics based on both semanticand machine learning AI techniques (called AI ensembles). Theseprocesses are linked to business outcomes ... -
A Semantic Data Value Vocabulary Supporting Data Value Assessment and Measurement Integration
Attard, Judie; Brennan, Rob (SciTePress, 2018)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 ...