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Data Mining for Rules Extraction to Virgin Olive Oil Optimization Process

by A. Jiménez Márquez, G. Beltrán Maza
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 176 - Number 14
Year of Publication: 2020
Authors: A. Jiménez Márquez, G. Beltrán Maza

A. Jiménez Márquez, G. Beltrán Maza . Data Mining for Rules Extraction to Virgin Olive Oil Optimization Process. International Journal of Computer Applications. 176, 14 ( Apr 2020), 24-30. DOI=10.5120/ijca2020920065

@article{ 10.5120/ijca2020920065,
author = { A. Jiménez Márquez, G. Beltrán Maza },
title = { Data Mining for Rules Extraction to Virgin Olive Oil Optimization Process },
journal = { International Journal of Computer Applications },
issue_date = { Apr 2020 },
volume = { 176 },
number = { 14 },
month = { Apr },
year = { 2020 },
issn = { 0975-8887 },
pages = { 24-30 },
numpages = {9},
url = { },
doi = { 10.5120/ijca2020920065 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
%0 Journal Article
%1 2024-02-07T00:42:32.955665+05:30
%A A. Jiménez Márquez
%A G. Beltrán Maza
%T Data Mining for Rules Extraction to Virgin Olive Oil Optimization Process
%J International Journal of Computer Applications
%@ 0975-8887
%V 176
%N 14
%P 24-30
%D 2020
%I Foundation of Computer Science (FCS), NY, USA

From historical database of virgin olive oil elaboration process and data mining techniques can be extracted useful information of the process to its optimization. In this work data from an analytical and process variables database, collected trough four crop years, was used and a spurious data filtration and a tree decisional J48 algorithm based protocol was applied. The results obtained allow see the oil mill behavior under different conditions of process variables accord two objectives: the performance by the oil loss in olive cake and oil quality by the oil polyphenols content. This information extracted can allow the building of rules for variables combination to get the objectives.

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Index Terms

Computer Science
Information Sciences


Data Mining Olive Oil EVOO Process Optimization Olive Cake Polyphenols