Adjusting Autonomy in Multi-Agent Bioinformatics Integration Systems

Name: Adjusting Autonomy in Multi-Agent Bioinformatics Integration Systems
Brand: VDM Verlag
SKU: 9783639169652
Price: 248.34 PLN
Availability: InStock

A criticality-based framework

Autor: Konstantinos Karasavvas

Język:

Oprawa: Miękka

Wydawca: VDM Verlag

Dostępność: Na zamówienie

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248.34 zł

During task composition, such as can be found in§distributed query processing, workflow systems and...

Informacje o książce

Autor

Konstantinos Karasavvas

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2009

strony

148

EAN

9783639169652

ISBN

3639169654

Enbook ID

06825309

Wydawca

VDM Verlag

Waga

227

Wymiary

152 x 229 x 9

Pełny opis

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.

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Adjusting Autonomy in Multi-Agent Bioinformatics Integration Systems

A criticality-based framework

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