Towards a highly effective and robust Web credibility evaluation system

Decision Support Systems

Volumn 79, Issue , 2015, Pages 99-108

  Liu, Xin ^a   Nielek, Radoslaw ^b   Adamska, Paulina ^b   Wierzbicki, Adam ^b   Aberer, Karl ^c  

^a INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

^b POLISH JAPANESE INSTITUTE OF INFORMATION TECHNOLOGY   (Poland)

^c EPFL   (Switzerland)

Author keywords

Imitating attack; Recommendation; Robustness; Web credibility

Indexed keywords

FACTORIZATION; ROBUSTNESS (CONTROL SYSTEMS); STATISTICS; WEBSITES; WORLD WIDE WEB;

CREDIBILITY EVALUATION; EXISTING SYSTEMS; IMITATING ATTACK; LATENT DIRICHLET ALLOCATION; MATRIX FACTORIZATIONS; RECOMMENDATION; REPUTATION SYSTEMS; WEB CREDIBILITY;

SOCIAL NETWORKING (ONLINE);

EID: 84940648661     PISSN: 01679236     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.dss.2015.07.010     Document Type: Article

References (24)

1. Gediminas Adomavicius, and Alexander Tuzhilin Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions IEEE Trans. Knowl. Data Eng. 17 6 June 2005 734 749
2. Deepak Agarwal, and Bee-Chung Chen fLDA: matrix factorization through latent Dirichlet allocation Proceedings of the Third ACM WSDM 2010
3. R. Bartoszynski, and M. Niewiadomska-Bugaj Probability and Statistical Inference 2008 Wiley-Interscience
4. David M. Blei, Andrew Y. Ng, and Michael I. Jordan Latent Dirichlet allocation J. Mach. Learn. Res. 3 2003 993 1022
5. Carlos Castillo, Marcelo Mendoza, and Barbara Poblete Information credibility on twitter Proceedings of the 20th WWW 2011
6. B.J. Fogg, Jonathan Marshall, Othman Laraki, Alex Osipovich, Chris Varma, Nicholas Fang, Jyoti Paul, Akshay Rangnekar, John Shon, Preeti Swani, and Marissa Treinen What makes web sites credible?: a report on a large quantitative study Proceedings of SIGCHI 2001
7. B.J. Fogg, and Hsiang Tseng The elements of computer credibility Proceedings of SIGCHI 1999
8. Rainer Gemulla, Erik Nijkamp, Peter J. Haas, and Yannis Sismanis Large-scale matrix factorization with distributed stochastic gradient descent Proceedings of the 17th ACM SIGKDD 2011
9. R. Ismail, and A. Josang The beta reputation system Proceedings of the 15th Bled Conference on Electronic Commerce 2002
10. Audun Jøsang, Roslan Ismail, and Colin Boyd A survey of trust and reputation systems for online service provision Decis. Support. Syst. 43 2 2007 618 644
11. Michal Kakol, Michal Jankowski-Lorek, Katarzyna Abramczuk, Adam Wierzbicki, and Michele Catasta On the subjectivity and bias of web content credibility evaluations The 3rd Joint WICOW/AIRWeb Workshop on Web Quality (with WWW 2013) 2013
12. Y. Koren, R. Bell, and C. Volinsky Matrix factorization techniques for recommender systems Computer 42 8 2009 30 37
13. Xin Liu, and Karl Aberer Soco: a social network aided context-aware recommender systems Proceedings of the 22nd WWW 2013
14. Xin Liu, Radoslaw Nielek, Adam Wierzbicki, and Karl Aberer Defending imitating attacks in web credibility evaluation systems The 3rd Joint WICOW/AIRWeb Workshop on Web Quality (with WWW 2013) 2013
15. Hao Ma, Dengyong Zhou, Chao Liu, Michael R. Lyu, and Irwin King Recommender systems with social regularization Proceedings of the 4th ACM WSDM 2011
16. Julian McAuley, and Jure Leskovec Hidden factors and hidden topics: understanding rating dimensions with review text Proceedings of the 7th ACM Conference on Recommender Systems 2013
17. Alexandra Olteanu, Stanislav Peshterliev, Xin Liu, and Karl Aberer Web credibility: features exploration and credibility prediction Proceedings of 35th ECIR 2011
18. Thanasis G. Papaioannou, Jean-Eudes Ranvier, Alexandra Olteanu, and Karl Aberer A decentralized recommender system for effective web credibility assessment Proceedings of the 21st ACM CIKM 2012
19. Ana-Maria Popescu, and Marco Pennacchiotti Detecting controversial events from twitter Proceedings of the 19th ACM CIKM 2010
20. Julia Schwarz, and Meredith Morris Augmenting web pages and search results to support credibility assessment Proceedings of SIGCHI 2011
21. Mehrbod Sharifi, Eugene Fink, and Jaime G. Carbonell SmartNotes: application of crowdsourcing to the detection of web threats Proceedings of IEEE SMC 2011
22. M. Sharifi, E. Fink, and J.G. Carbonell Detection of internet scam using logistic regression Proceedings of IEEE SMC 2011
23. W.T. Teacy, Jigar Patel, Nicholas R. Jennings, and Michael Luck Travos: trust and reputation in the context of inaccurate information sources Auton. Agent. Multi-Agent Syst. 12 2 2006 183 198
24. Yusuke Yamamoto, and Katsumi Tanaka Enhancing credibility judgment of web search results Proceedings of SIGCHI 2011