Decision Intelligence Analytics and the Implementation of Strategic Business Management
- Length: 245 pages
- Edition: 1
- Language: English
- Publisher: Springer
- Publication Date: 2021-12-20
- ISBN-10: 3030827623
- ISBN-13: 9783030827625
- Sales Rank: #0 (See Top 100 Books)
This book presents a framework for developing an analytics strategy that includes a range of activities, from problem definition and data collection to data warehousing, analysis, and decision making. The authors examine best practices in team analytics strategies such as player evaluation, game strategy, and training and performance. They also explore the way in which organizations can use analytics to drive additional revenue and operate more efficiently. The authors provide keys to building and organizing a decision intelligence analytics that delivers insights into all parts of an organization. The book examines the criteria and tools for evaluating and selecting decision intelligence analytics technologies and the applicability of strategies for fostering a culture that prioritizes data-driven decision making. Each chapter is carefully segmented to enable the reader to gain knowledge in business intelligence, decision making and artificial intelligence in a strategic management context.
Cover Front Matter 1. Analytics Techniques: Descriptive Analytics, Predictive Analytics, and Prescriptive Analytics 2. A Complete Overview of Analytics Techniques: Descriptive, Predictive, and Prescriptive 3. Artificial Intelligence and Analytics for Better Decision-Making and Strategy Management 4. Artificial Intelligence: Game Changer in Management Strategies 5. Prospects and Future of Artificial Intelligence (AI) in Business Strategies 6. Artificial Intelligence: Technologies, Applications, and Policy Perspectives. Insights from Portugal 7. The Rise of Decision Intelligence: AI That Optimizes Decision-Making 8. A Survey on Analytics Technique Used for Business Intelligence 9. Decision Intelligence Analytics: Making Decisions Through Data Pattern and Segmented Analytics 10. Amalgamation of Business Intelligence with Corporate Strategic Management 11. Role of Decision Intelligence in Strategic Business Planning 12. Social and Web Analytics: An Analytical Case Study on Twitter Data 13. People Analytics: Augmenting Horizon from Predictive Analytics to Prescriptive Analytics 14. Machine Learning Based Predictive Analytics: A Use Case in Insurance Sector 15. Machine Learning Applications in Decision Intelligence Analytics 16. Demystifying Behavioral Biases of Traders Using Machine Learning 17. Real-Time Data Visualization Using Business Intelligence Techniques in Small and Medium Enterprises for Making a Faster Decision on Sales Data 18. To Invest or Not to Invest? A Case Study with Decision Analytics on Japanese Yen 19. Broca’s Area of Brain to Analyze the Language Impairment Problem and Behavior Analysis of Autism Back Matter
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