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Cognition-Driven Decision Support for Business Intelligence: Models, Techniques, Systems and Applications by Guangquan Zhang, Jie Lu, Li Niu (Hardcover, 2009)

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Product Information

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 predicting, and fully reuse their experience. Among these cognitive aspects, decision makers' situation awareness (SA) and mental models are considered to be two important prerequisites for decision making, particularly in ill-structured and dynamic decision situations with uncertainties, time pressure and high personal stake. In today's business domain, decision making is becoming increasingly complex. To make a successful decision, managers' SA about their business environments becomes a critical factor. This book presents theoretical models as well practical techniques of cognitiondriven DSS. It first introduces some important concepts of cognition orientation in decision making process and some techniques in related research areas including DSS, data warehouse and BI, offering readers a preliminary for moving forward in this book. It then proposes a cognition-driven decision process (CDDP) model which incorporates SA and experience (mental models) as its central components. The goal of the CDDP model is to facilitate cognitive decision support to managers on the basis of BI systems. It also presents relevant techniques developed to support the implementation of the CDDP model in a BI environment. Key issues addressed of a typical business decision cycle in the CDDP model include: natural language interface for a manager's SA input, extraction of SA semantics, construction of data warehouse queries based on the manger's SA and experience, situation information retrieval from data warehouse, how the manager perceives situation information and update SA, how the manager's SA leads to a final decision. Finally, a cognition-driven DSS, FACETS, and two illustrative applications of this system are discussed.

Product Identifiers

Publisher
Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
ISBN-13
9783642032073
eBay Product ID (ePID)
103790184

Product Key Features

Subject Area
Data Analysis
Author
Guangquan Zhang, Jie Lu, Li Niu
Publication Name
Cognition-Driven Decision Support for Business Intelligence: Models, Techniques, Systems and Applications
Format
Hardcover
Language
English
Subject
Engineering & Technology, Computer Science, Management, Business
Publication Year
2009
Type
Textbook
Number of Pages
237 Pages

Dimensions

Item Height
235mm
Item Width
155mm
Volume
238
Item Weight
1190g

Additional Product Features

Title_Author
Jie Lu, Guangquan Zhang, Li Niu
Series Title
Studies in Computational Intelligence
Country/Region of Manufacture
Germany

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Cognition-Driven Decision Support for Business Intelligence: Models, Techniques, Systems and Applications by Guangquan Zhang, Jie Lu, Li Niu (Hardcover, 2009)

About this product

Product Information

Product Identifiers

Product Key Features

Dimensions

Additional Product Features

Best Selling in Adult Learning & University

Eduqas GCSE (9-1) Religious Studies Route B: Catholic Christianity and Judaism by Deirdre Cleary, Andrew Barron, Joy White, Patrick Harrison (Paperback, 2017)

Australian Guidebook for Structural Engineers by Lonnie Pack (Paperback, 2019)

Taking Charge of Adult ADHD by Christine M. Benton, Russell A. Barkley (Paperback, 2021)

Time Management by Peter Quarry (Paperback, 1986)

Save on Adult Learning & University

Weed Forager's Handbook: A Guide to Edible and Medicinal Weeds in Australia by A

Netter Atlas of Human Anatomy: Classic Regional Approach

Havard's Nursing Guide to Drugs

George Hrabovsky Leonard Susskind Classical Mechanics (Paperback)

NEW Learn to Earn By Peter Lynch Paperback Free Shipping

Steven Holzner Physics Essentials For Dummies (Paperback)

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