skip to main content
10.1145/1501434.1501482acmotherconferencesArticle/Chapter ViewAbstractPublication PagespstConference Proceedingsconference-collections
research-article

Behavior analysis through reputation propagation in a multi-context environment

Published: 30 October 2006 Publication History

Abstract

Reputation is a distributed, socially ascribed, and collective belief of the society towards the stand point of a single person, group, role or even a non-human identity within the context of that society. Therefore, reputation can be only formalized based on the underlying principals and values of a specific context. In this paper we propose a model that clearly depicts how the reputation of a person in one context can affect his reputation in other contexts. This model provides a reputation propagation scheme that allows us to analyze the overall behavior of a person within the scope of a multi-context environment. It also caters suitable mechanisms to anticipate a proper initial reputation value for a person within the contexts that he has not been present in before.

References

[1]
Whitmeyer J. M., Efffects of Positive Reputation Systems, Social Science Research, Volume 29, Number 2, pp. 188--207(20), 2000.
[2]
S. Marsh. Formalising Trust as a Computational Concept. PhD thesis, University of Stirling, UK, 1994.
[3]
S. Tadelis. Firm Reputation with Hidden Information, Economic Theory, 21(2):635--651, 2003.
[4]
Jøsang, A., Ismail, R., and Boyd, C., A Survey of Trust and Reputation Systems for Online Service Provision, Decision Support Systems, 2005.
[5]
Resnick, P., Zeckhauser, R., Friedman, R., and Kuwabara, K., Reputation Systems, Communications of the ACM, 43(12):45--48, December 2000.
[6]
Carter, J., Bitting, E., and Ghorbani, A., Reputation Formalization for an Information--Sharing Multi--Agent System, Computational Intelligence, 18 (4), 515--534, 2002.
[7]
Bitting, E., Ghorbani, A., Protecting e-commerce agents from defamation. Electronic Commerce Research and Applications 3(1): 21--38, 2004.
[8]
Rein, G., A reference model for designing effective reputation information systems, Journal of Information Science, Vol. 31, No. 5, 365--380, 2005.
[9]
Casare, S., Sichman, J., Towards a functional ontology of reputation. In Proceedings of the Fourth international Joint Conference on Autonomous Agents and Multiagent Systems AAMAS '05, 2005.
[10]
Zacharia, G., Moukas, A., Maes, P., Collaborative Reputation Mechanisms in Electronic Marketplaces, HICSS, Thirty-second Annual Hawaii International Conference on System Sciences-Volume 8, 1999.
[11]
Wang, Y., Vassileva, J., Trust-Based Community Formation in Peer-to-Peer File Sharing Networks, IEEE/WIC/ACM International Conference on Web Intelligence (WI'04), 2004.

Cited By

View all

Index Terms

  1. Behavior analysis through reputation propagation in a multi-context environment

    Recommendations

    Comments

    Information & Contributors

    Information

    Published In

    cover image ACM Other conferences
    PST '06: Proceedings of the 2006 International Conference on Privacy, Security and Trust: Bridge the Gap Between PST Technologies and Business Services
    October 2006
    389 pages
    ISBN:1595936041
    DOI:10.1145/1501434
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

    In-Cooperation

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 30 October 2006

    Permissions

    Request permissions for this article.

    Check for updates

    Author Tags

    1. multi-context reputation
    2. reputation formalization
    3. reputation propagation

    Qualifiers

    • Research-article

    Funding Sources

    Conference

    PST06
    PST06: International Conference on Privacy, Security and Trust
    October 30 - November 1, 2006
    Ontario, Markham, Canada

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • Downloads (Last 12 months)2
    • Downloads (Last 6 weeks)0
    Reflects downloads up to 05 Mar 2025

    Other Metrics

    Citations

    Cited By

    View all
    • (2016)Reputation in an open source software communityDecision Support Systems10.1016/j.dss.2016.08.00491:C(103-112)Online publication date: 1-Nov-2016
    • (2015)Reputation systemsJournal of Parallel and Distributed Computing10.1016/j.jpdc.2014.08.00475:C(184-197)Online publication date: 1-Jan-2015
    • (2013)Context-aware social computingProceedings of the 2013 International Conference on Computing, Networking and Communications (ICNC)10.1109/ICCNC.2013.6504077(185-191)Online publication date: 28-Jan-2013
    • (2012)Agreement Technologies for Supporting the Planning and Execution of TransportsAgreement Technologies10.1007/978-94-007-5583-3_31(533-547)Online publication date: 28-Nov-2012
    • (2011)Conditional Trust Adjustment and Initialization2011 IEEE Third Int'l Conference on Privacy, Security, Risk and Trust and 2011 IEEE Third Int'l Conference on Social Computing10.1109/PASSAT/SocialCom.2011.9(1192-1195)Online publication date: Oct-2011
    • (2009)Situation-aware trust managementProceedings of the third ACM conference on Recommender systems10.1145/1639714.1639802(413-416)Online publication date: 23-Oct-2009
    • (2009)Can reputation migrate? On the propagation of reputation in multi-context communitiesKnowledge-Based Systems10.1016/j.knosys.2009.05.00722:6(410-420)Online publication date: 1-Aug-2009
    • (2008)A belief-theoretic reputation estimation model for multi-context communitiesProceedings of the Canadian Society for computational studies of intelligence, 21st conference on Advances in artificial intelligence10.5555/1788714.1788719(48-59)Online publication date: 28-May-2008
    • (2008)Trust transferability among similar contextsProceedings of the 4th ACM symposium on QoS and security for wireless and mobile networks10.1145/1454586.1454603(91-97)Online publication date: 27-Oct-2008

    View Options

    Login options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    Figures

    Tables

    Media

    Share

    Share

    Share this Publication link

    Share on social media