Cognition-Driven Decision Support for Business Intelligence Models, Techniques, Systems and Applications /

• Main Authors: Niu, Li. (Author), Lu, Jie. (Author), Zhang, Guangquan. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2009.
• Series: Studies in Computational Intelligence, 238
• Subjects: Engineering.; Artificial intelligence.; Engineering mathematics.; Management information systems.; Appl.Mathematics/Computational Methods of Engineering.; Artificial Intelligence (incl. Robotics).; Business Information Systems.; Operations Research/Decision Theory.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-3-642-03208-0

Cognition-driven decision support system (DSS) has been recognized as a paradigm in the research and development of business intelligence (BI). Cognitive decision support aims to help managers in their decision making from human cognitive aspects, such as thinking, sensing, understanding and predict...

Table of Contents:

• Part I CONCEPTS
• Decision Making and Decision Support Systems
• Business Intelligence
• Managerial Cognition
• Cognition in Business Decision Support Systems
• Part II MODELS
• Cognition-Driven Decision Processes
• Part III TECHNIQUES
• Domain Knowledge Representation and Processing
• Natural Language Processing for Situation Awareness
• Data Warehouse Query Construction and Situation Presentation
• Part IV SYSTEMS AND APPLICATIONS
• A Cognition-Driven Decision Support System: FACETS
• Evaluation of Algorithms and FACETS
• Application Cases of FACETS.