TAILIEUCHUNG - Lecture Business intelligence - Chapter 5: Technologies enabling insights and decisions

This chapter presents the following content: Data mining; business analytics; goal, design, techniques & implementation of data mining; decision trees or rule induction, as a knowledge-modeling tool; predictive techniques; real time decision support. | Chapter 5:Technologies Enabling Insights and Decisions Introduction Data mining Business analytics Goal, design, techniques & implementation of data mining Decision trees or rule induction, as a knowledge-modeling tool Predictive techniques Real time decision support Technologies to Create Insights: Using Data Mining to Create New Explicit Knowledge Business analytics Knowledge discovery in databases (KDD), or more commonly, data mining (DM) Analytics comes with hypothesis testing Data mining is more the act of discovery that lacks a hypothesis DM applications have made noteworthy contributions to scientific discovery, for example, in breast cancer diagnosis Technologies to Create Insights: Using Data Mining to Create New Explicit Knowledge Some of the factors driving BI are: Exploding data volumes Increasing decision complexity Need for quick reflexes Technological progress BI Intelligence in Practice: Data Mining Applications for e-Commerce One successful e-tailer implementation is

• Quản trị kinh doanh
• Business intelligence
• Lecture Business intelligence
• Technologies enabling business intelligence
• Business intelligence tools
• Management information system
• Business analytics
• Data mining
• Development of business intelligence
• Business intelligence solutions
• Information integration
• Decision making
• Strategic decisions
• Increasingly complicated decisions
• Business intelligence capabilities
• Insight creation
• Organizational memory capability
• Ability to execute
• Completeness of vision
• Management of business intelligence
• Data infrastructure
• Organizational culture
• External information
• Corporate data
• Holy grail in analytics
• Technologies enabling insights
• Decision Support Systems
• for Business Intelligence
• 2nd Edition
• r Business Intelligence
• DSS design
• DSS
• Finding Minimal Neural Networks
• Neural Networks for Business Intelligence Applications
• Feed forward neural networks
• Rule extraction
• Business intelligence applications
• Neural network training
• Technologies enabling organizational memory
• Organizational memory
• Data warehousing