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Decision Support and Business Intelligence Systems provides the only comprehensive, up-to-date guide to today´s revolutionary management support system technologies, and showcases how they can be used for better decision-making.
The 10th edition focuses on Business Intelligence (BI) and analytics for enterprise decision support in a more streamlined book.
PART I: DECISION MAKING AND ANALYTICS: AN OVERVIEW
1. An Overview of Business Intelligence, Analytics, and Decision Support
2. Foundations and Technologies for Decision Making
PART II: DESCRIPTIVE ANALYTICS
3. Data Warehousing
4. Business Reporting, Visual Analytics, and Business Performance Management
PART III: PREDICTIVE ANALYTICS
5. Data Mining
6. Techniques for Predictive Modeling
7. Text Analytics, Text Mining, and Sentiment Analysis
8. Web Analytics, Web Mining, and Social Analytics
PART IV: PRESCRIPTIVE ANALYTICS
9. Model-Based Decision Making: Optimization and Multi-Criteria Systems
10. Modeling and Analysis: Heuristic Search Methods and Simulation
11. Automated Decision Systems and Expert Systems
12. Knowledge Management and Collaborative Systems
PART V: BIG DATA AND FUTURE DIRECTIONS FOR BUSINESS ANALYTICS
13. Big Data and Analytics
14. Business Analytics: Emerging Trends and Future