The Cognitive Model of Interfirm Trust Dynamics: How Trust Is Evolved?

This study develops an integrated view that may address interfirm trust formation and maintenance, which builds a cognitive model using the theory of fuzzy cognitive maps (FCMs) to show how the interfirm trust is evolved. The complexity natures of trust require use of soft computing modeling techniques. The proposed approach takes dynamic nature of trust into account to analyze evolution of trust. A case study of swift trust in the virtual enterprises is presented finally. The established cognitive map illustrates the changes of different factors and their effects on the final trusts.

[1]  N. L. Chervany,et al.  Initial Trust Formation in New Organizational Relationships , 1998 .

[2]  Michael N. Vrahatis,et al.  A first study of fuzzy cognitive maps learning using particle swarm optimization , 2003, The 2003 Congress on Evolutionary Computation, 2003. CEC '03..

[3]  Ana Cristina Costa,et al.  Work team trust and effectiveness , 2003 .

[4]  K. Suzanne Barber,et al.  Belief Revision Process Based on Trust: Agents Evaluating Reputation of Information Sources , 2000, Trust in Cyber-societies.

[5]  K. Perusich,et al.  Using fuzzy cognitive maps as an intelligent analyst , 2005, CIHSPS 2005. Proceedings of the 2005 IEEE International Conference on Computational Intelligence for Homeland Security and Personal Safety, 2005..

[6]  Voula C. Georgopoulos,et al.  Introducing the theory of fuzzy cognitive maps in distributed systems , 1997, Proceedings of 12th IEEE International Symposium on Intelligent Control.

[7]  Catholijn M. Jonker,et al.  Formal Analysis of Models for the Dynamics of Trust Based on Experiences , 1999, MAAMAW.

[8]  Rino Falcone,et al.  Cooperating through a belief-based trust computation , 2003, WET ICE 2003. Proceedings. Twelfth IEEE International Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2003..

[9]  Thang V. Nguyen Learning to trust: a study of interfirm trust dynamics in Vietnam , 2005 .

[10]  Soung Hie Kim,et al.  Fuzzy cognitive maps considering time relationships , 1995, Int. J. Hum. Comput. Stud..

[11]  Sirkka L. Jarvenpaa,et al.  Communication and Trust in Global Virtual Teams , 1999 .

[12]  Samia Nefti-Meziani,et al.  A fuzzy trust model for e-commerce , 2005, Seventh IEEE International Conference on E-Commerce Technology (CEC'05).

[13]  Chen Zhong,et al.  Research of Subjective Trust Management Model Based on the Fuzzy Set Theory , 2003 .

[14]  Rino Falcone,et al.  The Socio-cognitive Dynamics of Trust: Does Trust Create Trust? , 2000, Trust in Cyber-societies.

[15]  Rossitza Setchi,et al.  Modelling IT projects success with Fuzzy Cognitive Maps , 2007, Expert Syst. Appl..