The present invention relates generally to intelligence virtualization system and method to support social media cloud service and more particularly to multi agent structure automatically performing intelligent virtualization method for service resource for a user's access and allocation of virtualized resources and more particularly to a intelligence virtualization system and method to support social media cloud service that automates learning process of multi agents for distribution of new social media service resources and service resource management of additional component of social media cloud computing.