Decision Support and Business Intelligence Systems

by Turban, Efraim; Sharda, Ramesh E; Delen, Dursun

• ISBN13: 9780136107293
• ISBN10: 013610729X
• Edition: 9th
• Format: Paperback
• Copyright: 2010-01-26
• Publisher: Prentice Hall

Summary

Decision Support and Business Intelligence Systems 9e 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.K EY TOPICS:Decision Support Systems and Business Intelligence. Decision Making, Systems, Modeling, and Support. Decision Support Systems Concepts, Methodologies, and Technologies: An Overview. Modeling and Analysis. Data Mining for Business Intelligence. Artificial Neural Networks for Data Mining. Text and Web Mining. Data Warehousing. Collaborative Computer-Supported Technologies and Group Support Systems. Knowledge Management. Artificial Intelligence and Expert Systems. Advanced Intelligent Systems. Management Support Systems: Emerging Trends and Impacts. Ideal for practicing managers interested in the foundations and applications of BI, group support systems (GSS), knowledge management, ES, data mining, intelligent agents, and other intelligent systems.

Table of Contents

Part I:  Decision Support and Business Intelligence
Chapter 1:  Decision Support Systems and Business Intelligence

Part II:  Computerized Decision Support
Chapter 2:  Decision Making, Systems, Modeling, and Support
Chapter 3:  Decision Support Systems Concepts, Methodologies, and Technologies:  An Overview
Chapter 4:  Modeling and Analysis

Part III:  Business Intelligence
Chapter 5:  Data Mining for Business Intelligence
Chapter 6:  Artificial Neural Networks for Data Mining
Chapter 7:  Text and Web Mining
Chapter 8:  Data Warehousing
Chapter 9:  Business Performance Management

Part IV:  Collaboration, Communication, Group Support Systems, and Knowledge Management
Chapter 10:  Collaborative Computer-Supported Technologies and Group Support Systems
Chapter 11:  Knowledge Management

Part V:  Intelligent Systems
Chapter 12:  Artificial Intelligence and Expert Systems
Chapter 13:  Advanced Intelligent Systems
Chapter 14:  Management Support Systems:  Emerging Trends and Impacts

Online Files:
Online File W2
W2.1:  The MMS Running Case
Online File W3
    W3.1:  Databases
    W3.2:  Major Capabilities of the UIMS
Online File W4
    W4.1:  Influence Diagrams
    W4.2:  Linear Programming Optimization: The Blending Problem
    W4.3:  Lindo Example: The Product-Mix Model
    W4.4:  Lingo Example:  The Product-Mix Model
    W4.5:  Links to Excel Files of Section 4.9
Online File W5
    W5.1:  CreditRisk.xlsx
    W5.2:  MovieTrain.xlsx
    W5.3:  MovieTest.xlsx
Online File W6
    W6.1:  The Forest CoverType Dataset
Online File W9
    W9.1:  Portfolio of Options
    W9.2:  Effective Performance Measurement
    W9.3:  Influence Problems with Dashboard Displays