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科目代碼	ISD0312	課程名稱	資料探勘技術與應用專題研究
英文名稱	Special Topics on Data Mining Techniques and Applications
全/半年	半	必/選修	選修
學分數	3.0	每週授課時數	正課時數: 3.0 小時, 實驗時數: 0.0 小時
先修課程
課程簡介	Data mining is the process of discovering interesting knowledge from large amounts of data stored either in databases, data warehouses, or other form of information repositories. The discovered knowledge may be known factual patterns, or may be knowledge, constraints, rules that have not yet been known. The goals of this course lie in introducing the concepts and framework of data mining, various data mining techniques, and data mining’s application in library and information science, and Internet. The course introduces the concepts and framework of data mining, various data mining techniques, and data mining’s application in library and information science, and Internet, including: 1.Introduction to Data Mining 2.Data Warehouse and OLAP Technology for Data Mining 3.Data Preprocessing 4.Association Rule Mining 5.Classification and Prediction 6.Data Clustering 7.Bibliomining 8.Web Mining 9.Case studies of Data Mining in Library and Information Science 10.Trends of Data Mining
課程目標		對應系所核心能力
1.　The goals of this course lie in introducing the concepts and framework of data mining, various data mining techniques, and data mining’s application in library and information science, and Internet		博士: 　2-2 具備整合應用數位與網路科技的能力 　2-3 具備規劃及評估資訊系統的能力 　4-1 以人為本，尊重知識，整合運用資訊科技與創新服務，促進知識之自由與有效使用。