Rule induction in productivity analysis: A rough set approach

Attoh-Okine, N O (2003) Rule induction in productivity analysis: A rough set approach. Engineering, Construction and Architectural Management, 10(6), pp. 413-417. ISSN 0969-9988

Abstract

This paper describes the application of rough set theory to equipment productivity estimate. Rough set theory offers a novel approach both in generation of rules and statistical classification of the equipment productivity data. The approach is based on upper and lower approximations of a set in terms of positive, negative and boundary regions. The information about the equipment productivity is organized in productivity information table. The table contains data about the object of interest characterized in terms of some attributes. The paper is more of an exploratory research to determine how rough set theory can be applicable to specific construction engineering problems.

Item Type: Article
Uncontrolled Keywords: boundary layers; construction engineering; information systems; productivity capacity
Index terms: information system, productivity, rough set, construction engineering, exploratory research, estimate
Subjects: financial and cost management, data science, information systems, engineering methods, research methods, management
Topics: Digital Applications, Research Practice, Engineering Principles, Business Strategy, Cost Management
Descriptive scope: 3 PCA

N.B. Descriptive scope is a count of how many of the five facets of empirical research are indicated by the words used in title, abstract and keywords. It is not intended as a judgement on the research; merely a count of the kind of word we would expect to indicate Phenomenon, Concepts, Theoretical framing, Empirical techniques, Analytical techniques. If all five are present, then a code of “5 PCTEA” will indicate this. If you feel the coding for this record is questionable, we welcome discussion around the terms we matched or the way we categorized them. The facet you would expect may not be coded, or a facet may be coded inappropriately. This can also bear on a larger question, of which facets should be treated as defining in construction management research. Please get in touch, and we will look at it. More details here