Intelligent agents that span the process management spectrum

John K. Debenham, Simeon J. Simoff

Research output: Chapter in Book / Conference PaperConference Paper

Abstract

The process management spectrum extends from conventional workflow processes to emergent processes. Three categories of process are identified. Activity-driven processes that are managed by a single reactive agent architecture. Goal-driven processes that are managed by a multiagent system of deliberative agents. Knowledge-driven processes that are managed by augmenting the multiagent system from the goal-driven system with an approach based on task types. The idea behind task types is that if the system knows what sort of task is being worked on by the (human) users then appropriate support may be provided. Three general purpose agent architectures are described, one for each category of process. The business of process management is generally limited to the management of the processes themselves - this is appropriate for production workflows. Goal-driven and knowledge-driven processes both rely on the management of the collaboration between the human players. Collaboration management is seen here to be an important component of process management, and an agent architecture, founded on concepts from information theory, is described for it.
Original languageEnglish
Title of host publicationProceedings of the 3rd IEEE International Conference on Intelligent Systems (IS-2006)
PublisherIEEE
Number of pages4
ISBN (Print)1424401968
Publication statusPublished - 2006
EventInternational Conference on Intelligent Systems -
Duration: 13 Nov 2014 → …

Conference

ConferenceInternational Conference on Intelligent Systems
Period13/11/14 → …

Keywords

  • multiagent systems
  • reengineering (management)
  • process management
  • workflow
  • intelligent agents (computer software)

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