Learning construction-planning knowledge from experience

Ren-Jye Dzeng, Wei Tong Chen

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The evolution of a construction product throughout its engineering life cycle requires many experts in different fields. A training process for a novice to become an expert requires tremendous cost and time. When an expert leaves or retires, knowledge that is accumulated through years of experience is also gone, or stored as various documents that are unorganized and hard to find. Human planners are one type of expert that require such a learning process, which is slow and inefficient. The paper uses construction planning knowledge as an example to describe a knowledge acquisition system that extracts planning knowledge through generalization of existing construction schedules with human annotation.

Original languageEnglish
Title of host publicationProceedings - Intelligent Information Systems, IIS 1997
EditorsHojjat Adeli
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages321-325
Number of pages5
ISBN (Electronic)0818682183, 9780818682186
DOIs
StatePublished - 1 Jan 1997
Event1997 International Conference on Intelligent Information Systems, IIS 1997 - Grand Bahama Island, Bahamas
Duration: 8 Dec 199710 Dec 1997

Publication series

NameProceedings - Intelligent Information Systems, IIS 1997

Conference

Conference1997 International Conference on Intelligent Information Systems, IIS 1997
CountryBahamas
CityGrand Bahama Island
Period8/12/9710/12/97

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