The Decision Support System for Development of Hardness Water Management System with Fuzzy Naive Bayes Method

Decison Support System with Fuzzy Naive Bayes

  • Muhamad Radzi Rathomi Universitas Maritim Raja Ali Haji
  • Ferdi Chahyadi Universitas Maritim Raja Ali Haji
Keywords: Hardness Water, Management, Development, Sugestion, Fuzzy Naive Bayes

Abstract

Water is substantial requirement for human being, well water management system is necessary to meet the requirement. Decision support system is needed for development of water management system. This research try to develop Decision Support System to provide sugestion for Hardness water management. Sugestion will be generated, based from sensors data which is installed in water management system. Timing data when chemical adjusment in processing system will give some impact for sugestion. We will use Naive Bayes method to generate the sugestion from collected data. However, this classification method work with categorial data, whereas output from water management system are numerical data. Therefore, Fuzzy set will be used to categorize those data. The experimental result shows Fuzzy Naive Bayes method can classify those numerical data and can be used to be decision support system for water hardness management.

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Published
2019-05-31
How to Cite
[1]
M. R. Rathomi and F. Chahyadi, “The Decision Support System for Development of Hardness Water Management System with Fuzzy Naive Bayes Method”, sustainable, vol. 8, no. 1, pp. 8-17, May 2019.