ISSN 2071-8594

Russian academy of sciences


Gennady Osipov

A.V. Suprunenko. Method of expert evaluation using network of reputation to classify web content


The article describes the key features of well-known models of reputation systems that can be used to solve classification problems. Describes the method of expert evaluation using a network of reputation to classify web content. The article contains the implementation of described method in a web content filtering system.


content classification, content filtration, reputation network, distributed system, cloud service.

PP. 72-76.


1. Ozhegov S.I., Shvedova N.Yu. Tolkovyy slovar russkogo yazyka // .
2. Suprunenko A. V. Model otkrytoy raspredelennoy sistemy filtratsii veb-kontenta // Sistemy upravleniya i informatsionnye tekhnologii, 2011, № 1 (43), s. 90–95.
3. Abdul-Rahman A., Hailes S. Supporting trust in virtual communities // In: Proc. of Hawaii International Conference on System Sciences, 2000.
4. Advogato Trust Metric //
5. Carter J. Reputation Formalization for an Information-Sharing Multi-Agent System // Computational Intelligence, vol. 18 (2), p. 515–534.
6. Kamvar S.D., Schlosser M.T., Garcia Molina H. The EigenTrust Algorithm for Reputation Management in P2P Networks // Proceedings of the 12th international conference on World Wide Web, 2003, p. 640–651.
7. Golbeck J., Parsia B., Hendler J. Trust Networks on the Semantic Web // Cooperative Information Agents VII, 2003, p. 238–249.
8. Marsh S. Formalising Trust as a Computational Concept //PhD dissertation, University of Stirling, 1994.
9. Richardson M., Agrawal R., Domingos P. Trust management for the semantic web // International Semantic Web Conference, 2003, p. 351–368.
10. Sabater J., Sierra C. Reputation and social network analysis in multi-agent systems // Proceedings of the first international joint conference on Autonomous agents and multiagent systems, 2002, p. 475–482.
11. Sanger J., Richthammer C., Pernul G. Reusable components for online reputation systems // Journal of Trust Management 2015, 2:5, 2015.
12. Schillo M., Funk P., Rovatsos M. Using trust for detecting deceitful agents in artificial societies // Applied Artificial Intelligence, 14, 2000, p. 825–848.
13. Sherchan W., Nepal S., Paris C. A Survey of Trust in Social Networks // ACM Computing Surveys, Vol. 45, No. 4, Article 47, August 2013.
14. Yu B., Singh M. P. An evidential model of distributed reputation management // Proceedings of the first international joint conference on Autonomous agents and multiagent systems, 2002, p. 294–301.
15. Zacharia G. Trust management through reputation mechanisms // Applied Artificial Intelligence, 2000, vol. 14, p. 881–907.