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

Summary

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...

doi: 10.5281/zenodo.3246448 , 10.5281/zenodo.3246449 , 10.1109/icosc.2019.8665631

Subjects

free text keywords: Data processing, Sanctions, Data science, Corporate governance, Informed consent, Ontology, Computer science, Semantics, Compliance analysis

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