Deceptive Patterns
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Towards a Preliminary Ontology of Dark Patterns Knowledge

Author
Colin M. Gray, Cristiana Teixeira Santos, Nataliia Bielova
Date
19 Apr 2023
Publisher
CHI EA 2023 / ACM
Focus
Design Practice, Law & Policy
Category
Academic Scholar

Proposes a shared ontology for dark-pattern knowledge to connect HCI, legal and regulatory vocabularies.

Deceptive design practices are increasingly used by companies to extract profit, harvest data, and limit consumer choice. Dark patterns represent the most common contemporary amalgamation of these problematic practices, connecting designers, technologists, scholars, regulators, and legal professionals in transdisciplinary dialogue. However, a lack of universally accepted definitions across the academic, legislative and regulatory space has likely limited the impact that scholarship on dark patterns might have in supporting sanctions and evolved design practices. In this late breaking work, we seek to harmonize regulatory and academic taxonomies of dark patterns, proposing a preliminary three-level ontology to create a shared language that supports translational research and regulatory action. We identify potential directions for scholarship and social impact building upon this ontology.