publication . Other literature type . Conference object . 2019

Towards Generating Policy-Compliant Datasets

Harshvardhan Jitendra Pandit; Christophe Debruyne; Declan O'Sullivan; Dave Lewis;
Open Access
  • Published: 14 Mar 2019
  • Publisher: Zenodo
Abstract
The development of intelligent (e.g., AI-based) applications increasingly requires governance models and processes, as financial legal sanctions are more and more being associated with violation of policies. We propose an ontology representing the informed consent that was collected by an organization and argue how it can be used to assess a dataset prior its use in any type of data processing activities. We demonstrate the utility of our ontology using a particular scenario, where datasets are generated “just in time” for a particular purpose such as sending newsletters. This scenario shows how data processing activities can be managed to in such a way as to su...
Subjects
free text keywords: Data processing, Sanctions, Data science, Corporate governance, Informed consent, Ontology, Computer science, Semantics, Compliance analysis
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Zenodo
Other literature type . 2019
Provider: Datacite
ZENODO
Conference object . 2019
Provider: ZENODO
Zenodo
Other literature type . 2019
Provider: Datacite
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