Cognitive Orientation in Business Intelligence Systems

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Show simple item record Niu, Li en_US Lu, Jie en_US Zhang, Guangquan en_US
dc.contributor.editor Ruan D, Harderman F, van der Meer K en_US 2010-05-28T09:38:05Z 2010-05-28T09:38:05Z 2008 en_US
dc.identifier 2007000300 en_US
dc.identifier.citation Lu Jie, Niu Li, and Zhang Guangquan 2008, 'Cognitive Orientation in Business Intelligence Systems', in (ed.), Springer, Germany, pp. 55-72. en_US
dc.identifier.issn 978-3-540-78306-0 en_US
dc.identifier.other B1 en_US
dc.description.abstract With the increasing importance of cognitive aspects in decision making, this research addresses how human cognitive abilities, mainly situation awareness and mental models, can be used to drive the decision process in complex decision situations. Cognitive orientation has long been regarded as an important consideration in the development and application of decision support systems (DSS). Rather than cognitive orientation, a data-driven DSS emphasizes access to and manipulation of a series of company internal and external data, compared to a model-driven DSS underpinned by statistical, financial, optimization or simulation models. A business intelligence (BI) system is essentially a kind of data-driven DSS therefore shares the similar drawbacks with traditional DSS. A framework of cognitive BI system is firstly developed. A model of cognition-driven decision process is then proposed based on the system framework. In this framework and decision model, data retrieval, information filtering and knowledge presentation are based on the tacit knowledge elicited from the decision-maker. The final decision is no longer the direct output of a computer system, but the result of decision-making cycles of human-machine interaction. en_US
dc.publisher Springer en_US
dc.relation.isbasedon en_US
dc.title Cognitive Orientation in Business Intelligence Systems en_US
dc.parent Intelligent Decision and Policy Making Support Systems en_US
dc.journal.volume en_US
dc.journal.number en_US
dc.publocation Berlin, Germany en_US
dc.identifier.startpage 55 en_US
dc.identifier.endpage 72 en_US FEIT.School of Software en_US
dc.conference Verified OK en_US
dc.for 080605 en_US
dc.personcode 10356626 en_US
dc.personcode 001038 en_US
dc.personcode 020014 en_US
dc.percentage 100 en_US Decision Support and Group Support Systems en_US
dc.classification.type FOR-08 en_US
dc.edition 1 en_US
dc.custom en_US en_US
dc.location.activity en_US
dc.description.keywords NA en_US
dc.staffid en_US
dc.staffid 020014 en_US

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