Building decision trees based on production knowledge as support in decision-making process
By: Marcin Matuszny
Abstract
The article presents sources of production knowledge and thoroughly describes its identification which on the construction of decision trees, and on the construction of knowledge bases for production processes. The problems that arise during the technical preparation of production are briefly characterized and the advanced algorithm with which decision trees can be built is described in detail. A decision tree was built based on real data from the manufacturing company. Decision trees are presented as a method of knowledge representation.
Language: English
Page range: 36 - 40
Submitted on: Mar 10, 2020
Accepted on: Apr 15, 2020
Published on: Jun 25, 2020
Published by: Quality and Production Managers Association
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
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© 2020 Marcin Matuszny, published by Quality and Production Managers Association
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.