Fuzzy Service Quality Review in Service Oriented Architectures

The benefits of Service Oriented Architectures (SOAs) start to be recognized and implemented across distributed enterprise businesses. As SOAs promise to accomplish more dynamic and collaborative e-business scenarios, we need to ensure that critical factors such as trust, credibility and quality of service (QoS) are consistently and efficiently measured in such unsupervised environments. We propose a fuzzy logic-based model for the review of service fulfilment after a business interaction and demonstrate its functionalities in an exemplary application. The outcome of our model can then be used to adjust credibility records of third party agents which delivered opinions, to update trustworthiness values in the business partner, or to communicate the trustworthiness of the business partner to interested peer agents.

[1]  Tharam S. Dillon,et al.  Building a Fuzzy Trust Network in Unsupervised Multi-agent Environments , 2005, OTM Workshops.

[2]  Etienne E. Kerre,et al.  Defuzzification: criteria and classification , 1999, Fuzzy Sets Syst..

[3]  Tharam S. Dillon,et al.  Applying a Fuzzy Trust Model to E-Commerce Systems , 2005, Australian Conference on Artificial Intelligence.

[4]  Piero P. Bonissone,et al.  A fuzzy sets based linguistic approach: Theory and applications , 1980, WSC '80.

[5]  Shuping Ran,et al.  A model for web services discovery with QoS , 2003, SECO.

[6]  E. Michael Maximilien,et al.  A framework and ontology for dynamic Web services selection , 2004, IEEE Internet Computing.

[7]  George J. Klir,et al.  Fuzzy sets and fuzzy logic - theory and applications , 1995 .

[8]  Tharam S. Dillon,et al.  Trustworthiness and CCCI metrics in P2P communication , 2004, Comput. Syst. Sci. Eng..

[9]  E. Michael Maximilien,et al.  Toward autonomic web services trust and selection , 2004, ICSOC '04.

[10]  Premkumar T. Devanbu,et al.  GlueQoS: middleware to sweeten quality-of-service policy interactions , 2004, Proceedings. 26th International Conference on Software Engineering.

[11]  Quan Z. Sheng,et al.  Quality driven web services composition , 2003, WWW '03.

[12]  E. Michael Maximilien,et al.  Agent-based trust model involving multiple qualities , 2005, AAMAS '05.

[13]  Anne H. H. Ngu,et al.  QoS-aware middleware for Web services composition , 2004, IEEE Transactions on Software Engineering.

[14]  Tharam S. Dillon,et al.  Fuzzy trust evaluation and credibility development in multi-agent systems , 2007, Appl. Soft Comput..

[15]  Mike P. Papazoglou What's in a Service? , 2008, ICSOFT.

[16]  Lotfi A. Zadeh,et al.  The Concepts of a Linguistic Variable and its Application to Approximate Reasoning , 1975 .

[17]  Kwang Hyung Lee,et al.  First Course on Fuzzy Theory and Applications , 2005, Advances in Soft Computing.