Trust Dynamics: A Data-Driven Simulation Approach

  • Olufunmilola Onolaja
  • Rami Bahsoon
  • Georgios Theodoropoulos
Conference paper

DOI: 10.1007/978-3-642-22200-9_26

Part of the IFIP Advances in Information and Communication Technology book series (IFIPAICT, volume 358)
Cite this paper as:
Onolaja O., Bahsoon R., Theodoropoulos G. (2011) Trust Dynamics: A Data-Driven Simulation Approach. In: Wakeman I., Gudes E., Jensen C.D., Crampton J. (eds) Trust Management V. IFIPTM 2011. IFIP Advances in Information and Communication Technology, vol 358. Springer, Berlin, Heidelberg

Abstract

Reputation and trust-based models have gained popularity recently because they have been shown to be promising in the area of trust management. Despite this fact, building reliable systems still remains a challenge. Proposed models focus on historical and online information to determine the reputation of domain members. However, the dynamic nature of reputation and trust requires an equally dynamic approach to computing and resolving trust related issues in any domain. This paper proposes a reliable and novel dynamic framework that utilises a data-driven approach for trust management. The framework uses past interactions, recent and anticipated future trust values of every identity in the domain. The proposed framework is critically evaluated and compared with existing work through experiments. The advantage of this proactive framework compared to other approaches is that informed decisions about the domain can be made before misbehaviour occurs.

Keywords

trust dynamics trust management reputation 

Copyright information

© International Federation for Information Processing 2011

Authors and Affiliations

  • Olufunmilola Onolaja
    • 1
  • Rami Bahsoon
    • 1
  • Georgios Theodoropoulos
    • 1
  1. 1.The School of Computer ScienceUniversity of BirminghamUK

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