Soft Computing in Handling Tacit Knowledge

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Publication Details

List of Authors: Carlsson Christer, Heikkilä Markku
Editors: Proceedings of 2015 International Conference on Fuzzy Theory and Its Applications
Place: Yilan, Taiwan
Publication year: 2015
Publisher: IEEE
Book title: Proceedings of 2015 International Conference on Fuzzy Theory and Its Applications
Title of series: Proceedings of 2015 International Conference on Fuzzy Theory and Its Applications
Number in series: DVD 038-1158
Start page: 124
End page: 129


Abstract

Paper machines are very complex production sys-tems, but their scope is simple: they consume materials and re-sources to produce high quality paper that is competitive for a dynamic, complex and very competitive global market. In this paper we sketch a decision support system developed in coopera-tion with an industrial partner to collect and use tacit knowledge for operating a paper machine. The knowledge of experienced engineers is represented with fuzzy ontology, which is the basis for a decision support system that could guide inexperienced engineers in the operation of paper machines. Recently there are new challenges as the industry started to meet the problems of big data.


Keywords

big data, fuzzy ontology, fuzzy reasoning, support for unexperienced users, tacit knowledge

Last updated on 2019-15-09 at 07:47

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