Modelling work domain knowledge with the combined use of abstraction hierarchy and living systems theory

Article

Ham, D. 2015. Modelling work domain knowledge with the combined use of abstraction hierarchy and living systems theory. Cognition, Technology and Work. 17 (4), pp. 575-591. https://doi.org/10.1007/s10111-015-0338-y
TypeArticle
TitleModelling work domain knowledge with the combined use of abstraction hierarchy and living systems theory
AuthorsHam, D.
Abstract

This study is aimed at developing a new method for modelling work domain knowledge with the combined use of abstraction hierarchy (AH) and living systems theory (LST). AH has been widely used as a work domain knowledge representation framework in the field of cognitive systems engineering and human–computer interaction, and its usefulness has been proved in a range of work domains. However, its effective use still remains a challenging issue. In order to address this problem, this study firstly points out several issues that can be raised in the use of AH and then explains why and how LST can give concepts and principles helpful to resolve them. The proposed method offers a framework for how to combine AH and LST, particularly to identify functional knowledge at higher abstraction levels. It also offers a process for modelling the knowledge of a work domain based on the combined use of AH and LST. The use of the proposed method is exemplified by modelling the knowledge of a simplified secondary cooling system of nuclear power plants. The proposed method is a new approach to refining the concepts of AH and modelling the knowledge of a work domain that humans should interact. It is believed that it will be a useful tool for knowledge modellers in identifying and modelling the knowledge of a work domain in terms of its functional structure. However, it should be noted that its usefulness can be limited to technology-oriented engineering systems; it would not be easily applied to human activity-oriented systems.

KeywordsKnowledge modelling; Knowledge representation; Work domain analysis; Abstraction hierarchy; Living systems theory
PublisherSpringer
JournalCognition, Technology and Work
ISSN1435-5558
Electronic1435-5566
Publication dates
Online25 Apr 2015
Print30 Nov 2015
Publication process dates
Deposited15 Apr 2016
Submitted14 Oct 2014
Accepted13 Apr 2015
Output statusPublished
Accepted author manuscript
Copyright Statement

This is a post-peer-review, pre-copyedit version of an article published in Cognition, Technology & Work. The final publication is available at Springer via http://doi.org/10.1007/s10111-015-0338-y

Additional information

First published online: 25 April 2015

Digital Object Identifier (DOI)https://doi.org/10.1007/s10111-015-0338-y
Web of Science identifierWOS:000361487000008
LanguageEnglish
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