Warehouse Re-Layout for a Third-Party Logistics Provider Based on Shipping Patterns Using the Apriori Algorithm

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Published Jan 7, 2026
https://doi.org/10.37339/e-komtek.v9i2.2899
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Vol. 9 No. 2 (2025)

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Syarif Hidayatuloh
Universitas Telkom, Kampus Purwokerto
Jenni Br Tarigan
Universitas Telkom, Kampus Purwokerto
Nabila Noor Qisthani
Universitas Telkom, Kampus Purwokerto

Abstract

Warehouse operations face challenges that affect efficiency. PT ABC, a third-party logistics provider, has been experiencing these issues due to an unstructured warehouse layout. It leads to inefficient movement and delayed deliveries. This study aims to re-design the warehouse layout of PT ABC based on shipping patterns using the apriori algorithm. Shipment data from January to June 2024 was analyzed using the apriori algorithm with a minimum support of 30% and a confidence level of 50% to find frequently shipped item combinations. One of the strong associations found was between "Mechanical Components" and "Spare Parts," with a lift value of 1.68. Based on the results, a proposed layout was developed by considering both the FSN (Fast, Slow, Non-moving) classification and apriori findings. The effectiveness of the new layout was evaluated using rectilinear distance calculations, which showed a reduction in total item movement distance from 45,952 meters to 44,343 meters.

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Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

How to Cite
Hidayatuloh, S., Br Tarigan, J., & Noor Qisthani, N. (2026). Warehouse Re-Layout for a Third-Party Logistics Provider Based on Shipping Patterns Using the Apriori Algorithm. Jurnal E-Komtek (Elektro-Komputer-Teknik), 9(2), 518-526. https://doi.org/10.37339/e-komtek.v9i2.2899

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