(JELIKU) Jurnal Elektronik Ilmu Komputer Udayana
Vol 11 No 3 (2023): JELIKU Volume 11 No 3, February 2023

Fuzzy Inference System as a Method of Determining Drug Demand in Pharmacy Systems




Article Info

Publish Date
10 Jul 2022

Abstract

In providing health services, puskesmas cannot be separated from the need for pharmaceutical preparations. Given the large influence of pharmaceutical preparations on the smoothness and performance of services at the puskesmas, it is necessary to pay special attention to managing them. However, prediction of demand is often difficult for officers, because it cannot be done by just anyone. Therefore, this study was conducted to provide consideration for the demand for pharmaceutical preparations in order to minimize the lack of pharmaceutical preparations. In the process, a demand analysis is carried out based on the number of uses and remaining inventory from the previous time period, to produce a prediction of the number of requests for pharmaceutical preparations. The method that will be used in this research is the Mamdani model fuzzy inference system, with interval determination based on the quartile method and the decile method. Which results obtained that the evaluation of predictive competence using both methods is sufficient. Namely, the Mean Absolute Percentage Error (MAPE) of the two methods is 26.43% for the decile method and 28.77% for the quartile method.

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Journal Info

Abbrev

JLK

Publisher

Subject

Computer Science & IT

Description

Aim and Scope: JELIKU publishes original papers in the field of computer science, but not limited to, the following scope: Computer Science, Computer Engineering, and Informatics Computer Architecture Parallel and Distributed Computer Computer Network Embedded System Human—Computer Interaction ...