The promise of audience transparency. Exploring users’ perceptions and behaviors towards visualizations of networked audiences on Facebook

Bernstein, 2013, Quantifying the invisible audience in social networks, 21 boyd, 2008. Taken Out of Context: American Teen Sociality in Networked Publics (PhD). ProQuest. boyd, 2007, Social network sites: definition, history, and scholarship, J. Comput. Mediat. Commun., 13, 210, 10.1111/j.1083-6101.2007.00393.x Brandtzæg, 2010, Too many Facebook “Friends”? content sharing and sociability versus the need for privacy in social network sites, Int. J. Hum. Comput. Interact., 26, 1006, 10.1080/10447318.2010.516719 Chen, 2001, What can a mouse cursor tell us more?: correlation of eye/mouse movements on web browsing, 281 De Maesschalck, 2000, The mahalanobis distance, Chemom. Intell. Lab. Sys., 50, 1, 10.1016/S0169-7439(99)00047-7 De Wolf, 2014, Who’s my audience again? Understanding audience management strategies for designing privacy management technologies, Telemat. Informat., 31, 607, 10.1016/j.tele.2013.11.004 Dunbar, 2012, Social complexity and intelligence Egelman, 2011, Oops, I did it again: mitigating repeated access control errors on Facebook, 2295 Ellison, 2013, Sociality through social network sites, 151 Fortunato, 2007, Resolution limit in community detection, Proc. Natl. Acad. Sci. USA, 104, 36, 10.1073/pnas.0605965104 Gao, B., Berendt, B., Clarke, D., de Wolf, R., Peetz, T., Pierson, J., Sayaf, R., 2012. Interactive grouping of friends in OSN: towards online context management. In: 2012 IEEE 12th International Conference on Data Mining Workshops (ICDMW), pp. 555–562. http://dx.doi.org/10.1109/ICDMW.2012.88. Gao, B., Berendt, B., 2013. Circles, posts and privacy in egocentric social networks: an exploratory visualization approach. In: 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), pp. 792–796. Geiselman, 1977, Eye movements and overt rehearsal in word recall, J. Exp. Psychol.: Hum. Learn. Memory, 3, 305 Goffman, 1959 Hargittai, 2013, New strategies for employment? internet skills and online privacy practices during people’s job search, IEEE Secur. Privacy, 11, 38, 10.1109/MSP.2013.64 Huang, 2012, User see, user point: gaze and cursor alignment in web search, 1341 Johnson, 2012, Facebook and privacy: it’s complicated, 9:1 Jones, 2010, Feasibility of structural network clustering for group-based privacy control in social networks, 9:1 Lampe, 2008, Changes in use and perception of Facebook, 721 Lewis, 1995, IBM computer usability satisfaction questionnaires: psychometric evaluation and instructions for use, Int. J. Hum-Comput. Int., 7, 57, 10.1080/10447319509526110 Lipford, 2008, Understanding privacy settings in Facebook with an audience view, 2:1 Litt, 2012, Knock, knock. Who’s there? The imagined audience, J. Broadcast. Electron. Media, 56, 330, 10.1080/08838151.2012.705195 Marwick, 2010, I tweet honestly, I: tweet passionately: twitter users, context collapse, and the imagined audience, New Media Soc. Mazzia, 2012, The PViz comprehension tool for social network privacy settings, 13:1 McAuley, 2012, Image labeling on a network: using social-network metadata for image classification, 828 Newman, 2005, A measure of betweenness centrality based on random walks, Soc. Netw., 27, 39, 10.1016/j.socnet.2004.11.009 Norman, 1988 Strauss, 1998 Sutcliffe, 2012, Relationships and the social brain: integrating psychological and evolutionary perspectives, Br. J. Psychol., 103, 149, 10.1111/j.2044-8295.2011.02061.x Vitak, 2012, The impact of context collapse and privacy on social network site disclosures, J. Broadcast. Electron. Media, 56, 451, 10.1080/08838151.2012.732140 Wang, 2011, I regretted the minute I pressed share: a qualitative study of regrets on Facebook, 10:1 Wang, 2013, Privacy nudges for social media: an exploratory Facebook study, 763