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From Data Disclosure to Privacy Nudges: A Privacy-Aware and User-Centric Personal Data Management Framework

Lu, Yang ORCID: https://orcid.org/0000-0002-0583-2688, Li, S., Ioannou, A. and Tussyadiah, I. (2019) From Data Disclosure to Privacy Nudges: A Privacy-Aware and User-Centric Personal Data Management Framework. In: Wang, G., Bhuiyan, M.Z.A., De Capitani di Vimerca, S. and Ren, Y., (eds.) Dependability in Sensor, Cloud, and Big Data Systems and Applications. DependSys 2019. Communications in Computer and Information Science book series, 1123 (1123). Springer

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Abstract

Although there are many privacy-enhancing tools designed to protect users’ online privacy, it is surprising to see a lack of user-centric solutions allowing privacy control based on the joint assessment of privacy risks and benefits, due to data disclosure to multiple platforms. In this paper, we propose a conceptual framework to fill the gap: aiming at user-centric privacy protection, we show that the framework can assess not only privacy risks in using online services but also the added values earned from data disclosure. Through following a human-in-the-loop approach, it is expected that the framework can provide a personalized solution via preference learning, continuous privacy assessment, behavioral monitoring and nudging. Finally, we describe a case study about “leisure travelers” and some areas for further research.

Item Type: Book Section
Status: Published
DOI: https://doi.org/10.1007/978-981-15-1304-6_21
Subjects: A General Works > AS Academies and learned societies (General)
H Social Sciences > H Social Sciences (General)
H Social Sciences > HC Economic History and Conditions
H Social Sciences > HE Transportation and Communications
H Social Sciences > HN Social history and conditions. Social problems. Social reform
Q Science > Q Science (General) > Q325 Machine learning
Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Q Science > QA Mathematics > QA76 Computer software
Q Science > QA Mathematics > QA76.9.H85 Human-Computer Interaction; Virtual Reality; Mixed Reality; Augmented Reality ; Extended Reality
T Technology > T Technology (General)
Z Bibliography. Library Science. Information Resources > ZA Information resources
School/Department: School of Science, Technology and Health
URI: http://ray.yorksj.ac.uk/id/eprint/5253

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