2018Unpublished venueOpen access

#MyPrivacy

Kelly A. Quinn, Dmitry Epstein

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Abstract

This study explores privacy from the perspective of the user, leveraging a "framing in thought" approach to capture how users make sense of privacy in their social media use. Definitions of privacy collected from 608 social media users are analyzed through topic modelling and the clustering of word pairs to surface themes present in the data. Results indicate the dominance of frames related to horizontal privacy, or privacy vis-à-vis peers, over vertical privacy (i.e., that from institutions and governments). Themes relating to economic and legal frameworks had a reduced level of prominence. These findings suggest that user conceptualization of privacy reflects a cognate-based approach that emphasizes control and limits to information access.

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What this paper is about

This study explores privacy from the perspective of the user, leveraging a "framing in thought" approach to capture how users make sense of privacy in their social media use. Definitions of privacy collected from 608 social media users are analyzed through topic modelling and the clustering of word pairs to surface themes present in the data. Results indicate the dominance of frames related to horizontal privacy, or privacy vis-à-vis peers, over vertical privacy (i.e., that from institutions and governments). Themes relating to economic and legal frameworks had a reduced level of prominence. These findings suggest that user conceptualization of privacy reflects a cognate-based approach that emphasizes control and limits to information access.

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Available abstract

This study explores privacy from the perspective of the user, leveraging a "framing in thought" approach to capture how users make sense of privacy in their social media use. Definitions of privacy collected from 608 social media users are analyzed through topic modelling and the clustering of word pairs to surface themes present in the data. Results indicate the dominance of frames related to horizontal privacy, or privacy vis-à-vis peers, over vertical privacy (i.e., that from institutions and governments). Themes relating to economic and legal frameworks had a reduced level of prominence. These findings suggest that user conceptualization of privacy reflects a cognate-based approach that emphasizes control and limits to information access.

Key concepts: Conceptualization, Internet privacy, Computer science, Framing (construction), Information privacy, Social media, Privacy software, Privacy by Design

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