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Fuzzy reputation-based trust model

Show simple item record Tajeddine A. Kayssi A. Chehab A. Artail H.
dc.contributor.editor 2011 2017-09-07T07:07:44Z 2017-09-07T07:07:44Z 2011
dc.identifier 10.1016/j.asoc.2009.11.025
dc.identifier.issn 15684946
dc.description.abstract We present PATROL-F (comPrehensive reputAtion-based TRust mOdeL with Fuzzy subsystems) as a comprehensive model for reputation-based trust incorporating fuzzy subsystems to protect interacting hosts in distributed systems. PATROL-F is the fuzzy version of our previous model PATROL, and aims at achieving a truly unique model incorporating various concepts that are important for the calculation of reputation values and the corresponding decisions of whether or not to trust. Among the incorporated concepts are direct experiences and reputation values, the credibility of a host to give recommendations, the decay of information with time based on a dynamic decay factor, first impressions, and a hierarchy of host systems. The model also implements the concepts of similarity, popularity, activity, and cooperation among hosts. In addition, PATROL-F's fuzzy subsystems account for humanistic and subjective concepts such as the importance of a transaction, the decision in the uncertainty region, and setting the result of interaction. We present simulations of PATROL-F and show its correctness and reliability. © 2010 Elsevier B.V. All rights reserved.
dc.format.extent Pages: (345-355)
dc.language English
dc.publisher AMSTERDAM
dc.relation.ispartof Publication Name: Applied Soft Computing Journal; Publication Year: 2011; Volume: 11; no. 1; Pages: (345-355);
dc.source Scopus
dc.title Fuzzy reputation-based trust model
dc.type Article
dc.contributor.affiliation Tajeddine, A., Electrical and Computer Engineering Department, American University of Beirut, Beirut 1107 2020, Lebanon
dc.contributor.affiliation Kayssi, A., Electrical and Computer Engineering Department, American University of Beirut, Beirut 1107 2020, Lebanon
dc.contributor.affiliation Chehab, A., Electrical and Computer Engineering Department, American University of Beirut, Beirut 1107 2020, Lebanon
dc.contributor.affiliation Artail, H., Electrical and Computer Engineering Department, American University of Beirut, Beirut 1107 2020, Lebanon
dc.contributor.authorAddress Kayssi, A.; Electrical and Computer Engineering Department, American University of Beirut, Beirut 1107 2020, Lebanon; email:
dc.contributor.authorCorporate University: American University of Beirut; Faculty: Faculty of Engineering and Architecture; Department: Electrical and Computer Engineering;
dc.contributor.authorDepartment Electrical and Computer Engineering
dc.contributor.faculty Faculty of Engineering and Architecture
dc.contributor.authorInitials Tajeddine, A
dc.contributor.authorInitials Kayssi, A
dc.contributor.authorInitials Chehab, A
dc.contributor.authorInitials Artail, H
dc.contributor.authorReprintAddress Kayssi, A (reprint author), Amer Univ Beirut, Dept Elect and Comp Engn, Beirut 11072020, Lebanon.
dc.contributor.authorUniversity American University of Beirut
dc.description.cited Castelfranchi C., 2003, P 2 INT JOINT C AUT, P89; Derbas G, 2004, IEEE-ACS INTERNATIONAL CONFERENCE ON PERVASIVE SERVICES, PROCEEDINGS, P113; DEWAN P, 2004, 18 INT PAR DISTR PRO, P128, DOI 10.1109-IPDPS.2004.1303095; FALCONE R, 2002, P AUT AG 2002 WORKSH, P41; FALCONE R, 2003, LECT NOTES ARTIF INT, P8; Manchala D. W., 1998, Proceedings. 18th International Conference on Distributed Computing Systems (Cat. No.98CB36183), DOI 10.1109-ICDCS.1998.679731; Ramchurn S. D., 2003, P 6 INT WORKSH DEC F, P69; Ramchurn SD, 2004, APPL ARTIF INTELL, V18, P833, DOI 10.1080-0883951049050904509045; Rubiera J. C., 2001, Proceedings of the Fifth International Conference on Autonomous Agents, DOI 10.1145-375735.375815; Schlager Christian, 2008, 2008 3rd International Conference on Availability, Reliability and Security (ARES '08), DOI 10.1109-ARES.2008.23; SCHMIDT S, 2007, IEEE S COMP INT MULT, P374; Schmidt S, 2007, APPL SOFT COMPUT, V7, P492, DOI 10.1016-j.asoc.2006.11.002; SHUQIN Z, 2004, LECT NOTES COMPUTER, P211; SONG S, 2004, LECT NOTES COMPUTER, P9; Song SS, 2005, IEEE INTERNET COMPUT, V9, P24, DOI 10.1109-MIC.2005.136; Tajeddine Ayman, 2007, International Journal of Internet Technology and Secured Transactions, V1, DOI 10.1504-IJITST.2007.014837
dc.description.citedCount 12
dc.description.citedTotWOSCount 10
dc.description.citedWOSCount 7
dc.format.extentCount 11
dc.identifier.scopusID 77957930387
dc.publisher.address PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS
dc.relation.ispartOfISOAbbr Appl. Soft. Comput.
dc.relation.ispartOfIssue 1
dc.relation.ispartofPubTitle Applied Soft Computing Journal
dc.relation.ispartofPubTitleAbbr Appl. Soft Comput. J.
dc.relation.ispartOfVolume 11
dc.source.ID WOS:000281591300036
dc.type.publication Journal
dc.subject.otherAuthKeyword Distributed systems
dc.subject.otherAuthKeyword Fuzzy systems
dc.subject.otherAuthKeyword Reputation
dc.subject.otherAuthKeyword Trust
dc.subject.otherIndex Comprehensive model
dc.subject.otherIndex Decay factor
dc.subject.otherIndex Direct experience
dc.subject.otherIndex Distributed systems
dc.subject.otherIndex Fuzzy version
dc.subject.otherIndex Reputation
dc.subject.otherIndex Reputation-based trust model
dc.subject.otherIndex Trust
dc.subject.otherIndex Fuzzy sets
dc.subject.otherWOS Computer Science, Artificial Intelligence
dc.subject.otherWOS Computer Science, Interdisciplinary Applications

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