Adjusting Autonomy in Multi-Agent Bioinformatics Integration Systems: A criticality-based framework - Softcover

Karasavvas, Konstantinos

Softcover

ISBN 10: 3639169654 ISBN 13: 9783639169652

Publisher: VDM Verlag, 2009

Synopsis

During task composition, such as can be found in distributed query processing, workflow systems and AI planning, decisions have to be made by the system and possibly by users with respect to how a given problem should be solved. Although there is often more than one correct way of solving a given problem, these multiple solutions do not necessarily lead to the same result. Some researchers are addressing this problem by providing data provenance information. Others use expert advice encoded in a supporting knowledge-base. However, users do not usually trust complete automation during decision-making for certain domains with natural variation, like biology; they need a way to be able to control and/or intervene with the system's reasoning to verify parts of the process. This book provides a thorough analysis of the problem and presents a data-centric methodology of measuring decision criticality and describe its potential use. We argue that agent technology is a natural fit for the design of distributed heterogeneous integration systems, particularly in bioinformatics, and we propose a multi-agent system design and architecture as the basis of our framework.

About this title

About the Author

A computer scientist at the University of Edinburgh working on service-oriented architectures. He has spend the last 10 years working on distributed computing, multi-agent, web/grid, workflow, data integration and streaming technologies leading to several publications in journals and conferences.

Edition details

• Publisher: VDM Verlag
• Publication date: 2009
• Language: English
• ISBN 10: 3639169654
• ISBN 13: 9783639169652
• Binding: Paperback
• Number of pages: 148