2018
IJCAI
IJCAI 2018
Fast Compliance Checking in an OWL2 Fragment
Abstract
We illustrate a formalization of data usage policies in a fragment of OWL2. It can be used to encode (i) a company's data protection policy, (ii) data subjects' consent to data processing, and (iii) part of the GDPR (the forthcoming European Data Protection Regulation). Then a company's policy can be checked for compliance with data subjects' consent and with part of the GDPR by means of subsumption queries. We provide a complete and tractable structural subsumption algorithm for compliance checking and prove the intractability of a natural generalization of the policy language.
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Interdisciplinary Bridge
— Machine Learning and Mathematics & Optimization
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Keyword Pioneer
— data protection
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Cross-Pollinator
— Artificial Intelligence, Computer Science, Computer Vision, Deep Learning, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Security & Privacy, Speech & Audio