第(31)卷第(1)期
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2023 / 3
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pp. 77 - 107
和明紡織導入AI圖形辨識開創新商模
Hermin Textile Import AI Pattern Recognition Create New Business Models
作者
黃銘章 Ming-Chang Huang
(國立雲林科技大學企業管理學系 Department of Business Administration, National Yunlin University of Science & Technology)
謝佳宏 Chia-Hung Hsieh
(國立雲林科技大學企業管理研究所 Graduate Institute of Business Administration, National Yunlin University of Science & Technology)
連雅慧 Ya-Hui Lien
(國立中正大學企業管理學系 Department of Business Administration, National Chung Cheng University)
顏惠結 Hwei-Chieh Yen
*
(國立中正大學企業管理研究所 Graduate Institute of Business Administration, National Chung Cheng University)
黃銘章 Ming-Chang Huang
國立雲林科技大學企業管理學系 Department of Business Administration, National Yunlin University of Science & Technology
謝佳宏 Chia-Hung Hsieh
國立雲林科技大學企業管理研究所 Graduate Institute of Business Administration, National Yunlin University of Science & Technology
連雅慧 Ya-Hui Lien
國立中正大學企業管理學系 Department of Business Administration, National Chung Cheng University
顏惠結 Hwei-Chieh Yen
*
國立中正大學企業管理研究所 Graduate Institute of Business Administration, National Chung Cheng University
中文摘要
本研究個案以傳統紡織公司運用新科技AI人工智慧圖形辨識，縮短產品交期及倉庫管理庫存品的老問題為案例。本文展示一個成功的數位轉型案例。個案公司透過新科技構思解決方案和透過機器學習建構AI圖形辨識模型。過程中，著手建置數位圖庫，並形成新的商業機會。更重要的是，藉此進行新科技效果分析及財務觀點的成本效益分析的討論。據Google公司表示，和明紡織在2018年3月發表了「TEXTIP」數位布料平台，這是台灣第一個製造業投入機器學習的成功案例。自此，和明紡織逐步跨入數位轉型，除了原來的B2B商業模式之外，也因此新增B2C新商業模式。
英文摘要
This study addresses a case study on a current scenario on a traditional textile company that uses new technology AI-pattern recognition to shorten lead time and solve the inventory management issues. This paper demonstrates a successful digital transformation case. The case company conceives a solution through the new technology and constructs an AI pattern recognition model through machine learning, and in the process, starts to build a digital image database, which, as a result, leads to new business opportunities. What’s more, new technology effectiveness analysis and cost-benefit analysis from a financial perspective are also discussed. According to Google, Hermin Textile released the "TEXTIP" digital fabric platform in March 2018, which is the first successful case of investing in machine learning in Taiwan's manufacturing industry. Since then, Hermin Textile has gradually stepped into digital transformation, adding a new B2C business model in addition to the original B2B business model.
中文關鍵字
AI圖形辨識; 數位轉型; 成本效益分析; 商業模式
英文關鍵字
AI-Pattern Recognition; Digital Transformation; Cost-Benefit Analysis; Business Model