A computational trust framework for social computing (A position paper for panel discussion on social computing foundations)

Proceedings - SocialCom 2010: 2nd IEEE International Conference on Social Computing, PASSAT 2010: 2nd IEEE International Conference on Privacy, Security, Risk and Trust

Volumn , Issue , 2010, Pages 264-269

  Zhan, Justin ^a   Fang, Xing ^a  

^a National Center for the Protection of Financial Infrastructure   (United States)

Author keywords

Computational trust framework; Entropy; Social computing; Trust

Indexed keywords

COMPUTATIONAL SYSTEM; COMPUTATIONAL TRUST; CRITICAL ELEMENTS; INFORMATION RELIABILITY; INFORMATION SHARING; PANEL DISCUSSIONS; POSITION PAPERS; SOCIAL COMPUTING; TRUST; TRUST VALUES; WEB APPLICATION;

ENTROPY;

EID: 78649243425     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SocialCom.2010.44     Document Type: Conference Paper

References (33)

1. Y. Wang and A. Kobsa, Privacy in Online Social Networking at Workplace, in Proceedings of the Workshop on Security and Privacy in Online Social Networking, Vancouver, Canada, August 2009, pp. 975-978.
2. D. Watts, P. Dodds, and M. Newman, Identity and Search in Social Networks, Science, Vol. 296, No. 5571, pp. 1302-1305, 2002.
3. J. Sabater and C. Sierra, Reputation and Social Network Analysis in Multi-Agent Systems, International Conference on Autonomous Agents and Multiagent Systems, Bologna, Italy, 2002.
4. D. Kempe, J. Kleinberg, and E. Tardos, Maximizing the Spread of Influence through a Social Network, International Conference on Knowledge Discovery and Data Mining, Washington DC, USA, 2003.
5. W. Nooy, A. Mrvar, and V. Batagelj, Exploratory Social Network Analysis with Pajek, Structrual Analysis in the Social Sciences, Vol. 27, Cambridge University Press, 2005.
6. A.Tesser, Toward A Self-evaluation Maintenance Model of Social Behavior. In L. Berkowitz (Ed.), Advances in Experimental Social Psychology (Vol. 21), 181-227. New York: Academic Press, 1988.
7. E. Kamar, Y. Gal, and B. Grosz, Incorporating helpful behavior into collaborative planning, in Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems, Vol. 2, Budapest, Hungary, 2009, pp. 875-882.
8. B. Coelho, C. Martins, A. Almeida, Adaptive Tourism Modeling and Socialization System, in Proceedings of the 2009 International Conference on Computational Science and Engineering, Vancouver, Canada, August 2009, Vol.4, pp. 645-652.
9. C. Diehl, J. Montemayor, M. Pekala, Social Relationship Identification: An Example of Social Query, in Proceedings of the 2009 International Conference on Computational Science and Engineering, Vancouver, Canada, August 2009,Vol. 4, pp. 381-388.
10. S. Zhu, K. Yu, Y. Chi, and Y. Gong, Combining Content and Link for Classification using Matrix Factorization, in Proceedings of the 30th annual international ACM SIGIR conference on Research and Development in Information Retrieval, Amsterdam, Netherland, 2007, pp. 487-494.
11. A. Mathes, Folksonomies - Cooperative Classification and Communication Through Shared Metadata, Computer Mediated Communication, December 2004.
12. B. Kirman, Hardcore Classification: Identifying Play Styles in Social Games Using Network Analysis, in Proceedings of ICEC, Paris, France, September 2009, pp. 246-251.
13. D. Artz and Y.Gil, A Survey of Trust in Computer Science and the Semantic Web, Web Semantics: Science, Services and Agents on the World Wide Web, vol. 5(2), June 2007, pp. 58-71.
14. S. Marsh, Formalising Trust as a Computational Concept, PhD thesis, Department of Mathematics and Computer Science, University of Stirling, 1994.
15. J. Golbeck and J. Hendler, Inferring Trust Relationships in Web-based Social Networks, ACM Transactions on Internet Technology, vol. 6(4), November 2006, pp. 497-529.
16. P. Sztompka, Trust: A Sociological Theory, Cambridge: Cambridge University Press, 1999.
17. T. Grandison and M. Sloman, A Survey of Trust in Internet Applications, Communications Surveys and Tutorials, vol. 4(4), 2000, pp. 2-16.
18. L. Mui, M. Mohtashemi, and A. Halberstadt, A Computational Model of Trust and Reputation for E-business, in Proceedings of the 35th International Conference on System Science, Big Island, Hawaii, January 2002, pp. 280-287.
19. D. Olmedialla, O. Rana, B. Matthews, and W. Nejdl, Security and Trust Issues in Semantic Grids, in Proceedings of the Dagsthul Seminar, Semantic Grid: The Convergence of Technologies, vol. 05271.
20. A. Josang, R. Ismail, and C. Boyd, A Survey of Trust and Reputation Systems for Online Service Provision, Decision Support Systems, vol. 43(2), March 2007, pp. 618-644.
21. G. Liu, Y. Wang, and M. Orgun, Trust Inference in Complex Trust-oriented Social Networks, in Proceedings of the International Conference on Computational Science and Engineering, Vancouver, Canada, August 2009,pp. 996-1001.
22. S. Kamvar, M. Schlosser, and H. Garcia-Molina, The Eigen Trust Algorithm for Reputation Management in P2P Networks, in Proceedings of the 12th International World Wide Web Conference, Budapest, Hungary, May 2003, pp 640-651.
23. M. Richardson, R. Agrawal, and P. Domingos, Trust Management for the Semantic Web, in Proceedings of the 2nd International Semantic Web Conference, Sanibel, Finland, October 2003, pp. 351-368.
24. F. Walter, S. Battistion, and F. Schweitzer, A Model of A Trust-based Recommendation System, Auton Agent Multi-Agent System, vol. 16(1), 2007,pp. 57-74.
25. C. Ziegler and G. Lausen, Propagation Models for Trust and Distrust in Social Networks, Information Systems Frontiers, vol. 7(4-5), December 2005, pp. 337-358.
26. T. Bhuiyan, Y. Xu, and A. Josang, Integrating Trust with Public Reputation in Location-based Social Networks for Recommendation Making, in Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, Sydney, Australia, December 2008, pp. 107-110.
27. Y. Zuo, W. Hu, and T. Keefe, Trust Computing for Social Networking, in Proceedings of the 6th International Conference on Information Technology New Generations, Las Vegas, Nevada, USA, April 2009, pp. 1534-1539.
28. U. Kuter and J. Golbeck, SUNNY: A New Algorithm for Trust Inference in Social Networks Using Probabilistic Confidence Models, in Proceedings of the 22nd AAAI Conference on Artificial Intelligence, British Columbia, Canada, July 2007, pp. 1377-1382.
29. E. Blanzieri and A. Bryl, A survey of learning-based techniques of email spam filtering, Artificial Intelligence Review, Vol. 29(1), March 2008.
30. P. Graham, A Plan for Spam, Retrieved at: http://www.paulgraham.com/spam. html
31. J. Brainard, A. Juels, R. Rivest, M. Szydlo, and M. Yung, Fourth-Factor Authentication: Somebody You Know, Proceedings of the 13th ACM conference on Computer and communications security, Virginia, October 2006.
32. B. Soleymani and M. Maheswaran, Social Authentication Protocol for Mobile Phones, International Conference on Computational Science and Engineering, Vancouver, Canada, August 2009.
33. S. Schechter, S. Egelman, and R. Reeder, It's Not What You Know, But Who You Know: A Social Approach To Last-Resort Authentication, Proceeding of the 27th annual SIGCHI conference on Human factors in computing systems, Boston, MA, USA, April 2009.