Reference architectures to measure data completeness across integrated databases

Authors:
Nurul A. Emran;Suzanne Embury;Paolo Missier;Norashikin Ahmad
Affiliations:
Centre of Advanced Computing Technology (C-ACT), University Teknikal Malaysia Melaka, Malaysia;The University of Manchester, UK;The University of Newcastle, Australia;Centre of Advanced Computing Technology (C-ACT), University Teknikal Malaysia Melaka, Malaysia
Venue:
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part I
Year:
2013

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ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part I

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Abstract

Completeness is an important aspect of data quality and to determine data acceptability one needs to measure the completeness of the data set of concerned. One type of data completeness measure is population-based completeness (PBC). Nevertheless, the notion of PBC will be of little use until we can determine the efforts required (in terms of architectural design) to implement PBC. In this paper, we present the types of PBC system reference architecture involving integrated databases and motivate the selection of each.