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

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Show simple item record Niu, L Lu, J Zhang, G 2010-05-28T09:36:37Z 2009-01
dc.identifier.citation 2009, 1st
dc.identifier.isbn 978-3-642-03207-3
dc.identifier.other A1 en_US
dc.description.abstract 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 fordecision making , particularly in ill-structured and dynamic decision situations with uncertainties, time pressure and high personal stake. In todays 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 indecision 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
dc.publisher Springer
dc.relation.isbasedon 10.1007/978-3-642-03208-0
dc.title Cognition-Driven Decision Support for Business Intelligence - Models, Techniques, Systems and Applications
dc.type Book
dc.journal.number en_US
dc.publocation Berlin/Heidelberg en_US
dc.identifier.startpage en_US
dc.identifier.endpage en_US FEIT.School of Software en_US
dc.conference Verified OK en_US
dc.for 0803 Computer Software
dc.personcode 001038
dc.personcode 020014
dc.personcode 10356626
dc.percentage 100 en_US Computer Software en_US
dc.classification.type FOR-08 en_US
dc.edition 1st en_US
dc.custom en_US en_US
dc.location.activity en_US
dc.description.keywords NA en_US
pubs.embargo.period Not known
pubs.organisational-group /University of Technology Sydney
pubs.organisational-group /University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group /University of Technology Sydney/Strength - Quantum Computation and Intelligent Systems
utslib.copyright.status Closed Access 2015-04-15 12:17:09.805752+10
utslib.collection.history Closed (ID: 3)

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