Social Interaction Based Audience Segregation for Online Social Networks

Online social networking is the latest craze that has captured the attention of masses, people use these sites to communicate with their friends and family. These sites offer attractive means of social interactions and communications, but also raise privacy concerns. This paper examines user’s abilities to control access to their personal information posted in online social networks. Online social networks lack common mechanism used by individuals in their real life to manage their privacy. The lack of such mechanism significantly affects the level of user control over their self presentation in online social networks. In this paper, we present social interaction based audience segregation model for online social networks. This model mimics real life interaction patterns and makes online social networks more privacy friendly. Our model uses type, frequency, and initiation factor of social interactions to calculate friendship strength. The main contribution of the model is that it considers set of all possible interactions among friends and assigns a numerical weight to each type of interaction in order to increase or decrease its contribution in calculation of friendship strength based on its importance in the development of relationship ties.

[1]  H. Nissenbaum Privacy as contextual integrity , 2004 .

[2]  Lisa Singh,et al.  Can Friends Be Trusted? Exploring Privacy in Online Social Networks , 2009, 2009 International Conference on Advances in Social Network Analysis and Mining.

[3]  Marios D. Dikaiakos,et al.  Online Social Networks: Status and Trends , 2011, New Directions in Web Data Management 1.

[4]  Jie Zhang,et al.  IntRank: Interaction Ranking-Based Trustworthy Friend Recommendation , 2011, 2011IEEE 10th International Conference on Trust, Security and Privacy in Computing and Communications.

[5]  Jennifer Neville,et al.  Modeling relationship strength in online social networks , 2010, WWW '10.

[6]  Alessandro Acquisti,et al.  Information revelation and privacy in online social networks , 2005, WPES '05.

[7]  J. Rubenfeld The Right of Privacy , 1989 .

[8]  Ben Y. Zhao,et al.  Understanding latent interactions in online social networks , 2010, IMC '10.

[9]  E. Goffman The Presentation of Self in Everyday Life , 1959 .

[10]  Louis D. Brandeis,et al.  The Right to Privacy , 1890 .

[11]  Shyhtsun Felix Wu,et al.  All Friends Are Not Created Equal: An Interaction Intensity Based Approach to Privacy in Online Social Networks , 2009, 2009 International Conference on Computational Science and Engineering.

[12]  Jie Zhang,et al.  The Influence of Interaction Attributes on Trust in Virtual Communities , 2011, UMAP Workshops.

[13]  David R. Millen,et al.  Identity management: multiple presentations of self in facebook , 2007, GROUP.

[14]  Jerry Kang Information Privacy in Cyberspace Transactions , 1998 .

[15]  Balachander Krishnamurthy,et al.  Characterizing privacy in online social networks , 2008, WOSN '08.

[16]  Zhao Du,et al.  Scalable and Explainable Friend Recommendation in Campus Social Network System , 2014 .

[17]  Paul Dourish,et al.  Unpacking "privacy" for a networked world , 2003, CHI '03.

[18]  Justine Becker Measuring privacy risk in online social networks , 2009 .

[19]  Esma Aïmeur,et al.  Privacy protection issues in social networking sites , 2009, 2009 IEEE/ACS International Conference on Computer Systems and Applications.

[20]  Michael Netter,et al.  Analyzing Privacy in Social Networks--An Interdisciplinary Approach , 2011, 2011 IEEE Third Int'l Conference on Privacy, Security, Risk and Trust and 2011 IEEE Third Int'l Conference on Social Computing.

[21]  Scott A. Golder,et al.  Security Issues and Recommendations for Online Social Networks. , 2007 .

[22]  Ben Y. Zhao,et al.  User interactions in social networks and their implications , 2009, EuroSys '09.

[23]  Starr Roxanne Hiltz,et al.  Trust and Privacy Concern Within Social Networking Sites: A Comparison of Facebook and MySpace , 2007, AMCIS.

[24]  Barbara Carminati,et al.  Risks of Friendships on Social Networks , 2012, 2012 IEEE 12th International Conference on Data Mining.

[25]  Jun Hu,et al.  Detecting and characterizing social spam campaigns , 2010, CCS '10.

[26]  Stefanie Pötzsch,et al.  Privacy in Social Software , 2011, Privacy and Identity Management for Life.

[27]  Alfred Kobsa,et al.  Privacy Considerations in Awareness Systems: Designing with Privacy in Mind , 2009, Awareness Systems.

[28]  Cameron Marlow,et al.  Social network activity and social well-being , 2010, CHI.

[29]  Zubair Ahmed Shaikh,et al.  Privacy issues in social networking platforms: comparative study of facebook developers platform and opensocial , 2011, International Conference on Computer Networks and Information Technology.

[30]  Yuguang Fang,et al.  Privacy and security for online social networks: challenges and opportunities , 2010, IEEE Network.