TU Darmstadt / ULB / TUbiblio

Integrating Indicators of Trustworthiness into Reputation-Based Trust Models

Hauke, Sascha ; Volk, Florian ; Habib, Sheikh Mahbub ; Mühlhäuser, Max
Dimitrakos, Theo ; Moona, Rajat ; Patel, Dhiren ; McKnight, D. Harrison (eds.) (2012):
Integrating Indicators of Trustworthiness into Reputation-Based Trust Models.
pp. 158-173, Springer, Proceedings of the 6th International Conference on Trust Management (IFIPTM 2012), Surat, India, 21.-25.05., ISBN 978-3-642-29851-6,
DOI: 10.1007/978-3-642-29852-3_11,
[Conference or Workshop Item]

Abstract

Reputation-based trust models are essentially reinforcement learning mechanisms reliant on feedback. As such, they face a cold start problem when attempting to assess an unknown service partner. State-of-the-art models address this by incorporating dispositional knowledge, the derivation of which is not described regularly. We propose three mechanisms for integrating knowledge readily available in cyber-physical services (e.g., online ordering) to determine the trust disposition of consumers towards unknown services (and their providers). These reputation-building indicators of trustworthiness can serve as cues for trust-based decision making in eCommerce scenarios and drive the evolution of reputation-based trust models towards trust management systems.

Item Type: Conference or Workshop Item
Erschienen: 2012
Editors: Dimitrakos, Theo ; Moona, Rajat ; Patel, Dhiren ; McKnight, D. Harrison
Creators: Hauke, Sascha ; Volk, Florian ; Habib, Sheikh Mahbub ; Mühlhäuser, Max
Title: Integrating Indicators of Trustworthiness into Reputation-Based Trust Models
Language: English
Abstract:

Reputation-based trust models are essentially reinforcement learning mechanisms reliant on feedback. As such, they face a cold start problem when attempting to assess an unknown service partner. State-of-the-art models address this by incorporating dispositional knowledge, the derivation of which is not described regularly. We propose three mechanisms for integrating knowledge readily available in cyber-physical services (e.g., online ordering) to determine the trust disposition of consumers towards unknown services (and their providers). These reputation-building indicators of trustworthiness can serve as cues for trust-based decision making in eCommerce scenarios and drive the evolution of reputation-based trust models towards trust management systems.

Publisher: Springer
ISBN: 978-3-642-29851-6
Divisions: 20 Department of Computer Science
20 Department of Computer Science > Telecooperation
Profile Areas
Profile Areas > Cybersecurity (CYSEC)
Event Title: Proceedings of the 6th International Conference on Trust Management (IFIPTM 2012)
Event Location: Surat, India
Event Dates: 21.-25.05.
Date Deposited: 26 Jun 2018 11:34
DOI: 10.1007/978-3-642-29852-3_11
Export:
Suche nach Titel in: TUfind oder in Google
Send an inquiry Send an inquiry

Options (only for editors)
Show editorial Details Show editorial Details