An association analysis of high-price inventory items for semiconductor industry

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Asia Pacific Management Review Pub Date : 2024-12-24 DOI:10.1016/j.apmrv.2024.100348

Tzu-Tsung Wong, Ying-Jen Chen

引用次数: 0

Abstract

A semiconductor company has hundreds of items for its production, and the costs for some of them are high. Too many high-price items in a warehouse can result in high holding costs, aging items, low turnover rate, and the shortage of storage space. All of these deficiencies can be overcome if idle items can be recommended to satisfy the needs of various departments in a semiconductor company. The requisition data on 69 high-price items from four departments are collected to perform association analysis. The top ten association rules with the highest lift are filtered to discovery relevant items for making recommendations. The associations among high-price items are also used to reallocate their positions in a warehouse so that storekeepers can pick up necessary items efficiently.

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半导体行业高价库存项目的关联分析

一家半导体公司生产的产品有数百种，其中一些产品的成本很高。仓库中过多的高价物品会导致持有成本高、物品老化、周转率低和存储空间不足。如果可以推荐闲置的项目，以满足半导体公司各部门的需求，就可以克服所有这些不足。收集4个部门69个高价项目的申请量数据，进行关联分析。将过滤相关度最高的前10个关联规则，以发现相关项，以便进行推荐。高价物品之间的关联也用于重新分配它们在仓库中的位置，以便仓库管理员可以有效地提取必要的物品。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Asia Pacific Management Review MANAGEMENT-

CiteScore

8.00

自引率

4.50%

发文量

期刊介绍： Asia Pacific Management Review (APMR), peer-reviewed and published quarterly, pursues to publish original and high quality research articles and notes that contribute to build empirical and theoretical understanding for concerning strategy and management aspects in business and activities. Meanwhile, we also seek to publish short communications and opinions addressing issues of current concern to managers in regards to within and between the Asia-Pacific region. The covered domains but not limited to, such as accounting, finance, marketing, decision analysis and operation management, human resource management, information management, international business management, logistic and supply chain management, quantitative and research methods, strategic and business management, and tourism management, are suitable for publication in the APMR.