TIDE: measuring and evaluating trustworthiness and credibility of enterprises in digital ecosystem

In this paper, we investigate the effectiveness and appropriateness of several existing trust management systems for a Digital Ecosystem (DE) environment. DE is characterized as an open and dynamic environment where the interaction and collaboration between its entities are highly promoted. A major requirement to promote such intensive interaction and collaboration is the ability of an entity to measure the trustworthiness of other entities in performing honest transactions. However, most of the proposed trust management solutions do not provide an adequate mechanism for computing the trustworthiness values into its exact measurement. In addition, the appropriateness of these solutions to meet the unique DE characteristics is still in deficient level. Therefore, we propose a distributed trust model for individual enterprises to effectively derive the trustworthiness value of an entity. This would allow them to decide which entities are trustworthy and which entities are not. This model also allows the enterprises to progressively understand the credibility of their recommender entities.

[1]  Audretsch,et al.  The Digital Ecosystems Research Vision : 2010 and Beyond July , 2022 .

[2]  Gerard Briscoe,et al.  Digital Ecosystems: Evolving Service-Orientated Architectures , 2006, 2006 1st Bio-Inspired Models of Network, Information and Computing Systems.

[3]  H. Boley,et al.  Digital Ecosystems: Principles and Semantics , 2007, 2007 Inaugural IEEE-IES Digital EcoSystems and Technologies Conference.

[4]  Morris Sloman,et al.  A survey of trust in internet applications , 2000, IEEE Communications Surveys & Tutorials.

[5]  L. Telesca,et al.  A peer-to-peer multidimensional trust model for digital ecosystems , 2008, 2008 2nd IEEE International Conference on Digital Ecosystems and Technologies.

[6]  T. Dillon,et al.  DEco Arch: Trust and Reputation Aware Service Brokering Architecture in Digital Ecosystems , 2007, 2007 Inaugural IEEE-IES Digital EcoSystems and Technologies Conference.

[7]  Ling Liu,et al.  TrustMe: anonymous management of trust relationships in decentralized P2P systems , 2003, Proceedings Third International Conference on Peer-to-Peer Computing (P2P2003).

[8]  C. Sierra,et al.  REGRET: A reputation model for gregarious societies , 2001 .

[9]  Audun Jøsang,et al.  A survey of trust and reputation systems for online service provision , 2007, Decis. Support Syst..

[10]  Jordi Sabater-Mir,et al.  REGRET: reputation in gregarious societies , 2001, AGENTS '01.

[11]  Philip R. Zimmermann,et al.  The official PGP user's guide , 1996 .

[12]  Rukshan Athauda,et al.  Distributed Mechanism for Protecting Resources in a Newly Emerged Digital Ecosystem Technology , 2011, ICA3PP.

[13]  Hector Garcia-Molina,et al.  The Eigentrust algorithm for reputation management in P2P networks , 2003, WWW '03.

[14]  Lik Mui,et al.  Evaluating Reputation in Multi-agents Systems , 2002, Trust, Reputation, and Security.

[15]  Rukshan Athauda,et al.  A community based authentication and authorisation mechanism for digital ecosystem , 2011, 5th IEEE International Conference on Digital Ecosystems and Technologies (IEEE DEST 2011).

[16]  Ling Liu,et al.  PeerTrust: supporting reputation-based trust for peer-to-peer electronic communities , 2004, IEEE Transactions on Knowledge and Data Engineering.

[17]  F. Nachira,et al.  A Network of Digital Business Ecosystems for Europe : Roots , Processes and Perspectives , 2007 .

[18]  Stephen Hailes,et al.  Supporting trust in virtual communities , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[19]  Ernesto Damiani,et al.  Managing and Sharing Servents' Reputations in P2P Systems , 2003, IEEE Trans. Knowl. Data Eng..

[20]  F. Nachira Towards a Network of Digital Business Ecosystems Fostering the Local Development , 2002 .