本課程旨在研讀決策支援系統之基本原理與架構，幫助學生運用資訊來協助最佳決策的制定。
內容除理論介紹外，亦將分組探討決策支援系統之應用。
課程內涵(Course Contents)共分成三大部分：
1. 決策支援系統與企業智慧：概論/決策支援系統架構/資料倉儲系統規劃設計/商業智慧：群體決策支援系統 / 網際網路型決策支援系統 / 工作流程型決策支援系統 / 決策型知識管理系統 / 主管資訊系統與專家系統 / 服務導向決策系統 / 整合型的決策支援系統。
2. 大數據分析技術：Large-Scale File Systems and Map-Reduce / Finding Similar Items、Frequent Itemsets / Link Analysis / Clustering。
3. 應用探討(臨床決策支援系統)：臨床指引(Clinical Guideline)/ 臨床決策知識表達法 / 醫療保健分析(Healthcare Analytics)。This course aims to study the basic principles and structure of the decision support system and help students use information to assist in the formulation of the best decisions.
In addition to theoretical introduction, the content will also be discussed in the application of decision-making support systems.
Course Contents are divided into three parts:
1. Decision support system and enterprise wisdom: Overview/Decision support system architecture/Data storage system planning design/Business wisdom: Group decision support system / Internet-based decision support system / Workflow decision support system / Decision knowledge management system / Supervisor information system and expert system / Service-oriented decision support system / Integrated decision support system.
2. Large-Scale File Systems and Map-Reduce / Finding Similar Items, Frequent Itemsets / Link Analysis / Clustering.
3. Application Exploration (Clinical Guidelines)/Clinical Guidelines Knowledge Expression Methods/Healthcare Analytics.
[1] Efraim Turban, Ramesh Sharda, and Dursun Delen, “Decision Support and Business Intelligence Systems (9th ed.)”, Prentice Hall, 2010.
[2] Jiawei Han, Micheline Kamber, and Jian Pei, “Data Mining: Concepts and Techniques”, 3rd ed, 2012。
范明、孟小峰译, “数据挖掘：概念与技术(原书第3 版) / (美)韩家炜(Jiawei Han)等著”, (北京)机械工业出版社, 2012/07.
[1] Efraim Turban, Ramesh Sharda, and Dursun Delen, “Decision Support and Business Intelligence Systems (9th ed.)”, Prentice Hall, 2010.
[2] Jiawei Han, Micheline Kamber, and Jian Pei, “Data Mining: Concepts and Techniques”, 3rd ed, 2012.
Translated by Fan Ming and Meng Xiaofeng, “Data Mining: Concepts and Technology (Original Book 3rd Edition) / (US) by Jiawei Han (Jiawei Han) et al.", (Beijing) Machinery Industry Press, 2012/07.
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| 書報討論：每人口頭報告 一篇書報討論：每人口頭報告 一篇 Bookmark discussion: One report per population |
40 | 2018/06月報告，須製作PowerPoint簡報檔 |
| 作業：實例演算並作分析 討論作業：實例演算並作分析 討論 Operation: Practical calculations and analysis Discussion |
60 | 本學期計六次 |
