應用案例式推理於問題管理系統之研究 -以筆記型電腦產品為例;Applying Case-Based Reasoning Approach to Issue Management System - A Case Study of Laptop Computer Product

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题名:	應用案例式推理於問題管理系統之研究 -以筆記型電腦產品為例;Applying Case-Based Reasoning Approach to Issue Management System - A Case Study of Laptop Computer Product
作者:	余雅婷;Yu, Ya-Ting
贡献者:	資訊管理學系在職專班
关键词:	案例式推理(CBR);問題管理系統;軟體系統;智能化服務;COVID19;Case-Based Reasoning (CBR);Problem Management System;Software System;Intelligent Services;COVID19
日期:	2022-06-29
上传时间:	2022-07-14 00:23:53 (UTC+8)
出版者:	國立中央大學
摘要:	隨著全球環境的變遷，加上新型冠狀肺炎(COVID-19)疫情影響，改變了全球人類工作模式，進而影響筆記型電腦市場需求不斷增加，使工廠有生產製造的時間壓力。為確保產品品質管理從驗證到售後服務的問題都能準確地被檢索出正確的知識資訊，企業將透過問題管理系統 (IMS)追求效率與快速解決問題，以輔助組織管理品質以及企業使用者管控品質配合效率。因為案例式推理能檢索到相似問題以及知識的再利用，而達到知識快速並精準分享，因此，本研究嘗試運用案例式推理 (Case-based reasoning , CBR) 來改善現有問題管理系統之檢索與知識重用，將知識應用於類似的新問題，以及設計智能化服務於問題管理系統，使企業面臨的人工客服成本問題，達到降低客服的工作量，使FAE客服工程師提升筆記型電腦產品問題的解決效率，讓時間價值最大化。關鍵;As the global environment changes and the impact of the new coronary pneumonia (COVID-19) epidemic changes global human work patterns, it affects the increasing demand for notebook computers and puts time pressure on factories to produce. To ensure that product quality management issues, from validation to after-sales service, are accurately retrieved with the correct knowledge, companies will pursue efficiency and rapid problem resolution through an Issue Management System (IMS) to assist organizations in managing quality and business users in controlling quality with efficiency. Because case-based reasoning can retrieve similar problems and reuse knowledge to achieve rapid and accurate knowledge sharing, this study tries to apply case-based reasoning (CBR) to improve the retrieval and knowledge reuse of existing problem management systems, apply knowledge to similar new problems, and design intelligent services for problem management systems, Therefore, enterprises can design intellect services for a problem management system which is allowed them to reduce the cost of the customer service as well as the workload. Furthermore, enable FAE customer service engineers to improve the efficiency of troubleshooting by using notebook products, leading to a decrease in the work.
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