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Amaryllis : A User-Centric Information System for Automated Privacy Policy Analysis

Title data

Dombetzki, Luca ; Kecht, Christoph ; Kratsch, Wolfgang ; Rau, Daniel:
Amaryllis : A User-Centric Information System for Automated Privacy Policy Analysis.
In: Proceedings of the 28th European Conference on Information Systems (ECIS). - s.l. , 2020
ISBN 978-1-7336325-1-5

Abstract in another language

Internet users typically do not read the privacy policies of websites since they are written as complex legal texts and at great length. Recent research addresses this issue by applying Natural Language Processing and Machine Learning approaches in order to strengthen the digital sovereignty of Internet users by extraction of relevant information of privacy policies. These approaches achieve an accuracy of up to 90%. However, none of these have successfully prevailed, due to insufficient consideration of the requirements of especially privacy-aware Internet users. Therefore, we present the architecture of AMARYLLIS (AutoMAted pRivacY poLicy anaLysIS), a user-centric information system, as well as its use cases, applying a Design Science Research methodology. Our information system maps the entire privacy policy analysis process against users’ preferences, provides a scalable solution, incorporates a usercentric design, and includes Privacy by Design. An evaluation with potential users and experts reveals significant satisfaction with these features. The results highlight the importance of features currently not considered by existing solutions. Therefore, these features should serve as fundamental design principles of an information system analyzing privacy policies.

Further data

Item Type: Article in a book
Refereed: Yes
Keywords: Privacy Policies; Natural Language Processing; User-centered Design; Privacy by Design
Institutions of the University: Faculties > Faculty of Law, Business and Economics > Department of Business Administration
Faculties > Faculty of Law, Business and Economics > Department of Business Administration > Chair Information Systems and Value-Based Business Process Management
Faculties > Faculty of Law, Business and Economics > Department of Business Administration > Chair Information Systems and Value-Based Business Process Management > Chair Information Systems and Value-Based Business Process Management - Univ.-Prof. Dr. Maximilian Röglinger
Research Institutions
Research Institutions > Affiliated Institutes
Research Institutions > Affiliated Institutes > Fraunhofer Project Group Business and Information Systems Engineering
Research Institutions > Affiliated Institutes > FIM Research Center Finance & Information Management
Result of work at the UBT: Yes
DDC Subjects: 000 Computer Science, information, general works > 004 Computer science
300 Social sciences > 330 Economics
Date Deposited: 23 Jul 2020 07:41
Last Modified: 23 Jul 2020 07:41
URI: https://eref.uni-bayreuth.de/id/eprint/56049