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From Data Disclosure to Privacy Nudges: A Privacy-aware and User-centric Personal Data Management Framework

Lu, Yang, Li, Shujun, Ioannou, Athina, Tussyadiah, Iis (2019) From Data Disclosure to Privacy Nudges: A Privacy-aware and User-centric Personal Data Management Framework. In: Communications in Computer and Information Science. Proceedings of 5th International Conference on Dependability in Sensor, Cloud, and Big Data Systems and Applications. . Springer (In press)

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Abstract

Although there are 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 \emph{multiple} platforms. In this paper, we propose a conceptual framework to fill the gap: aiming at the user-centric privacy protection, we show the framework can not only assess 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 the framework provides a personalized solution via preference learning, continuous privacy assessment, behavior monitoring and nudging. Finally, we describe a case study towards "leisure travelers" and several future areas to be studied in the ongoing project.

Item Type: Conference or workshop item (Paper)
Uncontrolled keywords: Privacy; Transparency; Data disclosure; User-centricity; Profiling; Behavioral nudging; Human-in-the-loop; Ontology
Subjects: Q Science > QA Mathematics (inc Computing science) > QA 75 Electronic computers. Computer science
Q Science > QA Mathematics (inc Computing science) > QA 76 Software, computer programming, > QA76.76 Computer software
Q Science > QA Mathematics (inc Computing science) > QA 76 Software, computer programming, > QA76.9.H85 Human computer interaction
T Technology > TK Electrical engineering. Electronics. Nuclear engineering > TK7800 Electronics > TK7880 Applications of electronics > TK7885 Computer engineering. Computer hardware
Divisions: Faculties > University wide - Teaching/Research Groups > Centre for Cyber Security Research
Faculties > Sciences > School of Computing
Faculties > Sciences > School of Computing > Security Group
Depositing User: Shujun Li
Date Deposited: 21 Sep 2019 14:57 UTC
Last Modified: 27 Sep 2019 11:59 UTC
Resource URI: https://kar.kent.ac.uk/id/eprint/76677 (The current URI for this page, for reference purposes)
Lu, Yang: https://orcid.org/0000-0002-0583-2688
Li, Shujun: https://orcid.org/0000-0001-5628-7328
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