A market-based computational approach to collaborative organizational learning

A market-based computational approach to collaborative organizational learning

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Article ID: iaor20041504
Country: United Kingdom
Volume: 54
Issue: 9
Start Page Number: 924
End Page Number: 935
Publication Date: Sep 2003
Journal: Journal of the Operational Research Society
Authors: ,
Keywords: knowledge management
Abstract:

We draw upon the concepts of knowledge market, organizational tacit knowledge, credit assignment, and single-loop learning in proposing a market-based conceptual model for collaborative organizational learning. Our proposed model is characterized by the local competition among seller agents and the global collaboration among winner agents in forming a plan, through a chain of ‘upstream–downstream’ working relationship, for task accomplishment. This feature is achieved through three closely couples processes: the expert selection process, the capital reallocation process, and the plan formation process. Our model is intended for multiple-step learning environment in which each task consists of a sequence of single-step learning tasks. Learning at the global level is the result of a sequence of nested single-loop learning at the local level.

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