Some trust issues in social networks and sensor networks

Trust and reputation are becoming increasingly important in diverse areas such as search, e-commerce, social media, semantic sensor networks, etc. We review past work and explore future research issues relevant to trust in social/sensor networks and interactions. We advocate a balanced, iterative approach to trust that marries both theory and practice. On the theoretical side, we investigate models of trust to analyze and specify the nature of trust and trust computation. On the practical side, we propose to uncover aspects that provide a basis for trust formation and techniques to extract trust information from concrete social/sensor networks and interactions. We expect the development of formal models of trust and techniques to glean trust information from social media and sensor web to be fundamental enablers for applying semantic web technologies to trust management.

[1]  Jennifer Golbeck,et al.  Inferring Trust Relationships in Web-Based Social Networks , 2006 .

[2]  Yufeng Wang,et al.  Characterizing Economic and Social Properties of Trust and Reputation Systems in P2P Environment , 2008, Journal of Computer Science and Technology.

[3]  Jennifer Golbeck,et al.  Computing and Applying Trust in Web-based Social Networks , 2005 .

[4]  R. Bajcsy Active perception , 1988 .

[5]  Simon Schenk On the Semantics of Trust and Caching in the Semantic Web , 2008, International Semantic Web Conference.

[6]  Paolo Massa,et al.  Page-reRank: using trusted links to re-rank authority , 2005, The 2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI'05).

[7]  Lea Viljanen,et al.  Towards an Ontology of Trust , 2005, TrustBus.

[8]  Mani B. Srivastava,et al.  Reputation-based framework for high integrity sensor networks , 2008, TOSN.

[9]  Jennifer Golbeck,et al.  Semantic Web Service Composition in Social Environments , 2009, International Semantic Web Conference.

[10]  B SrivastavaMani,et al.  Reputation-based framework for high integrity sensor networks , 2008 .

[11]  Sergey Brin,et al.  The Anatomy of a Large-Scale Hypertextual Web Search Engine , 1998, Comput. Networks.

[12]  Rodrigo Roman,et al.  A Survey on the Applicability of Trust Management Systems for Wireless Sensor Networks , 2007, Third International Workshop on Security, Privacy and Trust in Pervasive and Ubiquitous Computing (SecPerU 2007).

[13]  George D. Stamoulis,et al.  An effective approach for accurate estimation of trust of distant information sources in the semantic Web , 2006, Second International Workshop on Security, Privacy and Trust in Pervasive and Ubiquitous Computing (SecPerU'06).

[14]  Ramanathan V. Guha,et al.  Propagation of trust and distrust , 2004, WWW '04.

[15]  Amit P. Sheth,et al.  A Local Qualitative Approach to Referral and Functional Trust , 2009, IICAI.

[16]  Michael R. Lyu,et al.  Learning to recommend with social trust ensemble , 2009, SIGIR.

[17]  Krishnaprasad Thirunarayan A Framework for Trust and Distrust Networks , 2008 .

[18]  Olaf Hartig,et al.  Querying Trust in RDF Data with tSPARQL , 2009, ESWC.

[19]  Mark S. Fox,et al.  An ontology of trust: formal semantics and transitivity , 2006, ICEC '06.

[20]  John G. Breslin,et al.  Integrating Social Networks and Sensor Networks , 2009 .

[21]  Audun Jøsang,et al.  Trust network analysis with subjective logic , 2006, ACSC.

[22]  Paolo Avesani,et al.  Controversial Users Demand Local Trust Metrics: An Experimental Study on Epinions.com Community , 2005, AAAI.

[23]  Audun Jøsang,et al.  A survey of trust and reputation systems for online service provision , 2007, Decis. Support Syst..

[24]  Azadeh Iranmehr,et al.  Trust Management for Semantic Web , 2009, 2009 Second International Conference on Computer and Electrical Engineering.

[25]  Pawan Kumar,et al.  Notice of Violation of IEEE Publication Principles The Anatomy of a Large-Scale Hyper Textual Web Search Engine , 2009 .

[26]  Yolanda Gil,et al.  A survey of trust in computer science and the Semantic Web , 2007, J. Web Semant..

[27]  Jeremy J. Carroll,et al.  Named graphs, provenance and trust , 2005, WWW '05.

[28]  Yarden Katz,et al.  Social Network-based Trust in Prioritized Default Logic , 2006, AAAI.

[29]  James A. Hendler,et al.  Inferring binary trust relationships in Web-based social networks , 2006, TOIT.