2018 | OriginalPaper | Buchkapitel
KnIGHT: Mapping Privacy Policies to GDPR
verfasst von : Najmeh Mousavi Nejad, Simon Scerri, Jens Lehmann
Erschienen in: Knowledge Engineering and Knowledge Management
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Abstract
GDPR
) we present an automatic technique for mapping privacy policies excerpts to relevant GDPR
articles so as to support average users in understanding their usage risks and rights as a data subject. KnIGHT (Know your rIGHTs), is a tool that finds candidate sentences in a privacy policy that are potentially related to specific articles in the GDPR
. The approach employs semantic text matching in order to find the most appropriate GDPR
paragraph, and to the best of our knowledge is one of the first automatic attempts of its kind applied to a company’s policy. Our evaluation shows that on average between 70–90% of the tool’s automatic mappings are at least partially correct, meaning that the tool can be used to significantly guide human comprehension. Following this result, in the future we will utilize domain-specific vocabularies to perform a deeper semantic analysis and improve the results further.