Expert Systems in Construction Management: Is the Hype Over?
Yang, Jay, Lie, Heng, & Skitmore, Martin (1996) Expert Systems in Construction Management: Is the Hype Over? In INCIT 96, International Construction Information Technology Conference, 18-19 April 1996, The Institution of Engineers Australia.
Because of its characteristic attributes of experience based problem-solving and qualitative data processing, construction management has been a target for expert system development since the late seventies. The eighties saw a hype of development of expert systems. The trend continued until recent few years when development problems accumulated and new techniques emerged to assist decision making. This paper presents a review of expert system applications development in the construction management area and in which four major types are identified comprising selection systems, advisory systems, monitoring and control systems, and analysis and evaluation systems. The reasons why expert systems seem to be out of favour are examined and typical problems experienced by earlier systems are analysed. As a result, four major types problem areas are identified comprising knowledge elicitation, knowledge representation, limitation of development tools, and ES development processes.
Finally, the trend of development of knowledge based applications for construction management tasks is identified, possible areas of improvement are explored, and future concentration areas are suggested for new expert system applications in the construction management domain.
Citation countsare sourced monthly fromand citation databases.
These databases contain citations from different subsets of available publications and different time periods and thus the citation count from each is usually different. Some works are not in either database and no count is displayed. Scopus includes citations from articles published in 1996 onwards, and Web of Science® generally from 1980 onwards.
Citations counts from theindexing service can be viewed at the linked Google Scholar™ search.
Full-text downloadsdisplays the total number of times this work’s files (e.g., a PDF) have been downloaded from QUT ePrints as well as the number of downloads in the previous 365 days. The count includes downloads for all files if a work has more than one.
|Item Type:||Conference Paper|
|Keywords:||Expert systems, construction management, information processing|
|Subjects:||Australian and New Zealand Standard Research Classification > BUILT ENVIRONMENT AND DESIGN (120000) > BUILDING (120200) > Building Construction Management and Project Planning (120201)|
|Divisions:||Past > QUT Faculties & Divisions > Faculty of Built Environment and Engineering|
|Copyright Owner:||Copyright 1996 (please consult author)|
|Deposited On:||20 Jun 2006|
|Last Modified:||09 Jun 2010 22:33|
Repository Staff Only: item control page