Decision Making Support course Introduction

Introduction

Computerized Decision Support DSS architecture

BI and DSS DSS life cycle

Decision making

Decision making Phases of the decision process

The intelligence phase The design phase The choice phase

Implementation phase How decisions are supported

DSS architecture DSS Characteristics and Capabilities DSS architecture

Data Management Subsystem The Model Management Subsystem

The Dialog (User Interface) Subsystem Other components

Data Management Subsystem

The database Why do I need a data warehouse?

Data warehouse architecture Exploring a data warehouse Data warehouse implementation

ETL systems Data preparation

Real-time data warehousing

The Model Management Subsystem

About models About models Mathematical programming

Regression Influence diagram

Decision Tree Introduction to Artificial Intelligence

Introduction to Artificial Intelligence

Search problems Fuzzy logic

Neural Networks Genetic algorithms

Bioinspired Computation

The Model Management Subsystem Expert systems

Introduction

Expert systems architecture Inference engines strategies

Data Mining Data Mining Overview Building a decision tree

Rule systems Association rules

Clustering Bayesian networks

The Model Management Subsystem

Other topics related to the model subsystem Sensitivity analysis

Model evaluation Guidelines for method selection Model management

The dialog subsystem Functions of the dialog subsystem

Usability Some design guidelines Interaction Modalities

Typical user complaints Intelligent user interface

Future trends