Action-Based Trust Computation Algorithm for Online Social Network

Online Social Network (OSN) is a growing platform that enables people to get hold of news, communicate with family and old friends with whom they have lost contact, to promote a business, to invite friends to an event and to get people to collaborate. Researchers have been finding out ways to stop the negative activities over the social media by imposing the privacy settings in the leading OSNs. The privacy settings let the user to control who can access what information in his/her profile. None of these have given the entity of trust enough thought. In this research, An algorithm is proposed to evaluate and compute the Trust Factor for a user which measures the credibility of a user in the OSN world. The Trust factor considers the actions performed by the user in the OSN and the type of content being posted on the OSN, thereby, the user is responsible for his/her reputation in the OSN world. This will enable the users to decide which content is reliable and which user is credible.

[1]  Stephen Marsh,et al.  Formalising Trust as a Computational Concept , 1994 .

[2]  Danah Boyd,et al.  Social Network Sites: Definition, History, and Scholarship , 2007, J. Comput. Mediat. Commun..

[3]  Audun Jøsang,et al.  The right type of trust for distributed systems , 1996, NSPW '96.

[4]  Susan C. Herring,et al.  Searching for Safety Online: Managing "Trolling" in a Feminist Forum , 2002, Inf. Soc..

[5]  A. Kaplan,et al.  Users of the world, unite! The challenges and opportunities of Social Media , 2010 .

[6]  Karl Aberer,et al.  Enabling Secure Secret Sharing in Distributed Online Social Networks , 2009, 2009 Annual Computer Security Applications Conference.

[7]  Ramon Sangüesa,et al.  Extracting reputation in multi agent systems by means of social network topology , 2002, AAMAS '02.

[8]  Joan Feigenbaum,et al.  REFEREE: Trust Management for Web Applications , 1997, Comput. Networks.

[9]  Caroline Haythornthwaite,et al.  Studying Online Social Networks , 2006, J. Comput. Mediat. Commun..

[10]  Nicole B. Ellison,et al.  Social network sites: definition, history, and scholarship , 2010 .

[11]  Michael Rovatsos,et al.  Using trust for detecting deceitful agents in artificial societies , 2000, Appl. Artif. Intell..

[12]  Stephen Hailes,et al.  Supporting trust in virtual communities , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[13]  Refik Molva,et al.  Privacy preserving social networking through decentralization , 2009, 2009 Sixth International Conference on Wireless On-Demand Network Systems and Services.

[14]  D. O’Sullivan,et al.  Trust Management in Online Social Networks , 2007 .

[15]  Barry Smyth,et al.  Trust in recommender systems , 2005, IUI.

[16]  P. Dasgupta Trust as a commodity , 1988 .

[17]  Yolanda Gil,et al.  Trusting Information Sources One Citizen at a Time , 2002, SEMWEB.

[18]  Claudia Keser,et al.  Experimental games for the design of reputation management systems , 2003, IBM Syst. J..