Business Intelligence Implementation and Trends (Module 11) - Min-Yuh Day
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Tài liệu này trình bày về các xu hướng và việc triển khai Business Intelligence (BI), bao gồm các yếu tố thành công quan trọng, các xu hướng công nghệ như điện toán đám mây, di động, phân tích dữ liệu lớn và các hướng nghiên cứu trong lĩnh vực BI và phân tích.
- 문서명
- Business Intelligence Implementation and Trends (Module 11) - Min-Yuh Day
- 내용
- Tài liệu tập trung vào các yếu tố then chốt để triển khai thành công hệ thống Business Intelligence và khám phá các xu hướng mới nổi bật trong lĩnh vực này, bao gồm BI trên đám mây, di động, phân tích dữ liệu lớn và văn bản.
- 목차
- 1012BIT08 MIS MBA
- Min-Yuh Day 戴敏育 Assistant Professor 專任助理教授 Dept. of Information Management, Tamkang University 淡江大學 資訊管理學系 http://mail. tku.edu.tw/myday/ 2013-05-27
- 1
- 課程大綱 (Syllabus)
- 週次 日期 內容（Subject/Topics）
- 1 102/02/18 商業智慧趨勢課程介紹 (Course Orientation for Business Intelligence Trends)
- 2 102/02/25 管理決策支援系統與商業智慧 (Management Decision Support System and Business Intelligence)
- 3 102/03/04 企業績效管理 (Business Performance Management)
- 4 102/03/11 資料倉儲 (Data Warehousing)
- 5 102/03/18 商業智慧的資料探勘 (Data Mining for Business Intelligence)
- 6 102/03/25 商業智慧的資料探勘 (Data Mining for Business Intelligence)
- 7 102/04/01 教學行政觀摩日 (Off-campus study)
- 8 102/04/08 個案分析一 (SAS EM 分群分析)： Banking Segmentation (Cluster Analysis – KMeans using SAS EM)
- 9 102/04/15 個案分析二 (SAS EM 關連分析)： Web Site Usage Associations ( Association Analysis using SAS EM)
- 2
- 課程大綱 (Syllabus)
- 週次 日期 內容（Subject/Topics）
- 10 102/04/22 期中報告 (Midterm Presentation)
- 11 102/04/29 個案分析三 (SAS EM 決策樹、模型評估)： Enrollment Management Case Study (Decision Tree, Model Evaluation using SAS EM)
- 12 102/05/06 個案分析四 (SAS EM 迴歸分析、類神經網路)： Credit Risk Case Study (Regression Analysis, Artificial Neural Network using SAS EM)
- 13 102/05/13 文字探勘與網路探勘 (Text and Web Mining)
- 14 102/05/20 意見探勘與情感分析 (Opinion Mining and Sentiment Analysis)
- 15 102/05/27 商業智慧導入與趨勢 (Business Intelligence Implementation and Trends)
- 16 102/06/03 商業智慧導入與趨勢 (Business Intelligence Implementation and Trends)
- 17 102/06/10 期末報告1 (Term Project Presentation 1)
- 18 102/06/17 期末報告2 (Term Project Presentation 2)
- 3
- Outline
- • Business Intelligence Implementation
- • Business Intelligence Trends
- • Big Data, Big Analytics: Emerging Business Intelligence and Analytic Trends for Today's Businesses
- 4
- Business Intelligence Implementation
- 5
- Business Intelligence Implementation
- CSFs Framework for Implementation of BI Systems
- Yeoh, W., & Koronios, A. (2010). Critical success factors for business intelligence systems. Journal of computer information systems, 50(3), 23.
- 6
- Critical Success Factors of Business Intelligence Implementation
- • Organizational dimension
- – Committed management support and sponsorship
- – Clear vision and well-established business case
- • Process dimension
- – Business-centric championship and balanced team composition
- – Business-driven and iterative development approach
- – User-oriented change management.
- • Technological dimension
- – Business-driven, scalable and flexible technical framework
- – Sustainable data quality and integrity
- Yeoh, W., & Koronios, A. (2010). Critical success factors for business intelligence systems. Journal of computer information systems, 50(3), 23.
- 7
- Business Intelligence Trends
- 8
- Business Intelligence Trends
- 1. Agile Information Management (IM)
- 2. Cloud Business Intelligence (BI)
- 3. Mobile Business Intelligence (BI)
- 4. Analytics
- 5. Big Data
- Source: http://www.businessspectator.com.au/article/2013/1/22/technology/five-business-intelligence-trends-2013
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Business Intelligence Trends 商業智慧趨勢 商業智慧導入與趨勢 (Business Intelligence Implementation and Trends) 1012BIT08 MIS MBA Mon 6, 7 (13:10-15:00) Q407 Min-Yuh Day 戴敏育 Assistant Professor 專任助理教授 Dept. of Information Management, Tamkang University 淡江大學 資訊管理學系 http://mail. tku.edu.tw/myday/ 2013-05-27 1 課程大綱 (Syllabus) 週次 日期 內容（Subject/Topics） 1 102/02/18 商業智慧趨勢課程介紹 (Course Orientation for Business Intelligence Trends) 2 102/02/25 管理決策支援系統與商業智慧 (Management Decision Support System and Business Intelligence) 3 102/03/04 企業績效管理 (Business Performance Management) 4 102/03/11 資料倉儲 (Data Warehousing) 5 102/03/18 商業智慧的資料探勘 (Data Mining for Business Intelligence) 6 102/03/25 商業智慧的資料探勘 (Data Mining for Business Intelligence) 7 102/04/01 教學行政觀摩日 (Off-campus study) 8 102/04/08 個案分析一 (SAS EM 分群分析)： Banking Segmentation (Cluster Analysis – KMeans using SAS EM) 9 102/04/15 個案分析二 (SAS EM 關連分析)： Web Site Usage Associations ( Association Analysis using SAS EM) 2 課程大綱 (Syllabus) 週次 日期 內容（Subject/Topics） 10 102/04/22 期中報告 (Midterm Presentation) 11 102/04/29 個案分析三 (SAS EM 決策樹、模型評估)： Enrollment Management Case Study (Decision Tree, Model Evaluation using SAS EM) 12 102/05/06 個案分析四 (SAS EM 迴歸分析、類神經網路)： Credit Risk Case Study (Regression Analysis, Artificial Neural Network using SAS EM) 13 102/05/13 文字探勘與網路探勘 (Text and Web Mining) 14 102/05/20 意見探勘與情感分析 (Opinion Mining and Sentiment Analysis) 15 102/05/27 商業智慧導入與趨勢 (Business Intelligence Implementation and Trends) 16 102/06/03 商業智慧導入與趨勢 (Business Intelligence Implementation and Trends) 17 102/06/10 期末報告1 (Term Project Presentation 1) 18 102/06/17 期末報告2 (Term Project Presentation 2) 3 Outline Business Intelligence Implementation Business Intelligence Trends Big Data, Big Analytics: Emerging Business Intelligence and Analytic Trends for Today's Businesses 4 Business Intelligence Implementation 5 Business Intelligence Implementation CSFs Framework for Implementation of BI Systems Yeoh, W., & Koronios, A. (2010). Critical success fac
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Business Intelligence Implementation and Trends (Module 11) - Min-Yuh Day
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Trích nội dung tài liệu
Business Intelligence Trends 商業智慧趨勢 商業智慧導入與趨勢 (Business Intelligence Implementation and Trends) 1012BIT08 MIS MBA Mon 6, 7 (13:10-15:00) Q407 Min-Yuh Day 戴敏育 Assistant Professor 專任助理教授 Dept. of Information Management, Tamkang University 淡江大學 資訊管理學系 http://mail. tku.edu.tw/myday/ 2013-05-27 1 課程大綱 (Syllabus) 週次 日期 內容（Subject/Topics） 1 102/02/18 商業智慧趨勢課程介紹 (Course Orientation for Business Intelligence Trends) 2 102/02/25 管理決策支援系統與商業智慧 (Management Decision Support System and Business Intelligence) 3 102/03/04 企業績效管理 (Business Performance Management) 4 102/03/11 資料倉儲 (Data Warehousing) 5 102/03/18 商業智慧的資料探勘 (Data Mining for Business Intelligence) 6 102/03/25 商業智慧的資料探勘 (Data Mining for Business Intelligence) 7 102/04/01 教學行政觀摩日 (Off-campus study) 8 102/04/08 個案分析一 (SAS EM 分群分析)： Banking Segmentation (Cluster Analysis – KMeans using SAS EM) 9 102/04/15 個案分析二 (SAS EM 關連分析)： Web Site Usage Associations ( Association Analysis using SAS EM) 2 課程大綱 (Syllabus) 週次 日期 內容（Subject/Topics） 10 102/04/22 期中報告 (Midterm Presentation) 11 102/04/29 個案分析三 (SAS EM 決策樹、模型評估)： Enrollment Management Case Study (Decision Tree, Model Evaluation using SAS EM) 12 102/05/06 個案分析四 (SAS EM 迴歸分析、類神經網路)： Credit Risk Case Study (Regression Analysis, Artificial Neural Network using SAS EM) 13 102/05/13 文字探勘與網路探勘 (Text and Web Mining) 14 102/05/20 意見探勘與情感分析 (Opinion Mining and Sentiment Analysis) 15 102/05/27 商業智慧導入與趨勢 (Business Intelligence Implementation and Trends) 16 102/06/03 商業智慧導入與趨勢 (Business Intelligence Implementation and Trends) 17 102/06/10 期末報告1 (Term Project Presentation 1) 18 102/06/17 期末報告2 (Term Project Presentation 2) 3 Outline Business Intelligence Implementation Business Intelligence Trends Big Data, Big Analytics: Emerging Business Intelligence and Analytic Trends for Today's Businesses 4 Business Intelligence Implementation 5 Business Intelligence Implementation CSFs Framework for Implementation of BI Systems Yeoh, W., & Koronios, A. (2010). Critical success fac
- 문서명
- Business Intelligence Implementation and Trends (Module 11) - Min-Yuh Day
- 내용
- Tài liệu tập trung vào các yếu tố then chốt để triển khai thành công hệ thống Business Intelligence và khám phá các xu hướng mới nổi bật trong lĩnh vực này, bao gồm BI trên đám mây, di động, phân tích dữ liệu lớn và văn bản.
- 목차
- 1012BIT08 MIS MBA
- Min-Yuh Day 戴敏育 Assistant Professor 專任助理教授 Dept. of Information Management, Tamkang University 淡江大學 資訊管理學系 http://mail. tku.edu.tw/myday/ 2013-05-27
- 1
- 課程大綱 (Syllabus)
- 週次 日期 內容（Subject/Topics）
- 1 102/02/18 商業智慧趨勢課程介紹 (Course Orientation for Business Intelligence Trends)
- 2 102/02/25 管理決策支援系統與商業智慧 (Management Decision Support System and Business Intelligence)
- 3 102/03/04 企業績效管理 (Business Performance Management)
- 4 102/03/11 資料倉儲 (Data Warehousing)
- 5 102/03/18 商業智慧的資料探勘 (Data Mining for Business Intelligence)
- 6 102/03/25 商業智慧的資料探勘 (Data Mining for Business Intelligence)
- 7 102/04/01 教學行政觀摩日 (Off-campus study)
- 8 102/04/08 個案分析一 (SAS EM 分群分析)： Banking Segmentation (Cluster Analysis – KMeans using SAS EM)
- 9 102/04/15 個案分析二 (SAS EM 關連分析)： Web Site Usage Associations ( Association Analysis using SAS EM)
- 2
- 課程大綱 (Syllabus)
- 週次 日期 內容（Subject/Topics）
- 10 102/04/22 期中報告 (Midterm Presentation)
- 11 102/04/29 個案分析三 (SAS EM 決策樹、模型評估)： Enrollment Management Case Study (Decision Tree, Model Evaluation using SAS EM)
- 12 102/05/06 個案分析四 (SAS EM 迴歸分析、類神經網路)： Credit Risk Case Study (Regression Analysis, Artificial Neural Network using SAS EM)
- 13 102/05/13 文字探勘與網路探勘 (Text and Web Mining)
- 14 102/05/20 意見探勘與情感分析 (Opinion Mining and Sentiment Analysis)
- 15 102/05/27 商業智慧導入與趨勢 (Business Intelligence Implementation and Trends)
- 16 102/06/03 商業智慧導入與趨勢 (Business Intelligence Implementation and Trends)
- 17 102/06/10 期末報告1 (Term Project Presentation 1)
- 18 102/06/17 期末報告2 (Term Project Presentation 2)
- 3
- Outline
- • Business Intelligence Implementation
- • Business Intelligence Trends
- • Big Data, Big Analytics: Emerging Business Intelligence and Analytic Trends for Today's Businesses
- 4
- Business Intelligence Implementation
- 5
- Business Intelligence Implementation
- CSFs Framework for Implementation of BI Systems
- Yeoh, W., & Koronios, A. (2010). Critical success factors for business intelligence systems. Journal of computer information systems, 50(3), 23.
- 6
- Critical Success Factors of Business Intelligence Implementation
- • Organizational dimension
- – Committed management support and sponsorship
- – Clear vision and well-established business case
- • Process dimension
- – Business-centric championship and balanced team composition
- – Business-driven and iterative development approach
- – User-oriented change management.
- • Technological dimension
- – Business-driven, scalable and flexible technical framework
- – Sustainable data quality and integrity
- Yeoh, W., & Koronios, A. (2010). Critical success factors for business intelligence systems. Journal of computer information systems, 50(3), 23.
- 7
- Business Intelligence Trends
- 8
- Business Intelligence Trends
- 1. Agile Information Management (IM)
- 2. Cloud Business Intelligence (BI)
- 3. Mobile Business Intelligence (BI)
- 4. Analytics
- 5. Big Data
- Source: http://www.businessspectator.com.au/article/2013/1/22/technology/five-business-intelligence-trends-2013
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