Multi-agent collaborative case-based estimating and design in NIRMANI: organising a multi-perspective case memory

Perera, Srinath and Watson, Ian (1996) Multi-agent collaborative case-based estimating and design in NIRMANI: organising a multi-perspective case memory. In: Information Processing in Civil and Structural Engineering Design. Civil-Comp Press, Edinburgh, pp. 53-64. ISBN 9780948749391

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IT solutions to problems in construction design need to consider the perspectives of all the experts (or agents) involved; only then can IT provide a platform for integration. It is expensive to solve similar construction design problems from first principles. However, in practice designers and estimators reuse previous designs and estimates. The research described in this paper examines issues involved in the integration of many disciplines in construction with the use of Case-Based Reasoning techniques for the reuse of designs and estimates. It describes a perspective-based hierarchical case memory structure and a series of indexing methods for multi-stage retrieval. Construction projects are organised in to domain cases consisting of a hierarchy of meta, perspective and sub cases. Design and estimating cases selected for reuse are adapted with the use of sub-cases and domain specific adaptation rules. A prototype system NIRMANI (meaning designer in "Sinhalese") is currently being implemented encapsulating the case memory organisation and retrieval strategies described in this paper. This multi-agent system provides a common platform for a design team to support collaborative design.

Item Type: Book Section
Additional Information: Selection of papers presented at the International Conference on Information Technology in Civil & Engineering Design, held between August 14 and 16 at the University of Strathclyde, Glasgow, Scotland.
Subjects: G400 Computer Science
G500 Information Systems
G700 Artificial Intelligence
K200 Building
Department: Faculties > Engineering and Environment > Architecture and Built Environment
Depositing User: Srinath Perera
Date Deposited: 18 Jun 2013 13:20
Last Modified: 13 Oct 2019 00:20

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