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

Niu, Li; Lu, Jie; Zhang, Guangquan

9783642260339: Cognition-Driven Decision Support for Business Intelligence: Models, Techniques, Systems and Applications

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ISBN 10 : 3642260330 ISBN 13 : 9783642260339

Editeur : Springer, 2012

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Cognition-Driven Decision Support for Business Intelligence The cognitive decision support system (DSS) provides excellent insight into the research and development of business intelligence. This volume presents current DDS technologies and the fundamentals that support them, in a systematic way.

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The cognitive decision support system (DSS) provides excellent insight into the research and development of business intelligence. This volume presents current DDS technologies and the fundamentals that support them, in a systematic way.

Les informations fournies dans la section � A propos du livre � peuvent faire r�f�rence � une autre �dition de ce titre.

�diteurSpringer
Date d'�dition2012
ISBN 10 3642260330
ISBN 13 9783642260339
ReliureBroch�
Langueanglais
Nombre de pages252

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9783642032073: Cognition-Driven Decision Support for Business Intelligence: Models, Techniques, Systems and Applications

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Editeur : Springer-Verlag Berlin and Heide..., 2009
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Cognition-Driven Decision Support for Business Intelligence: Models, Techniques, Systems and Applications (Studies in Computational Intelligence, 238)

Niu, Li; Lu, Jie; Zhang, Guangquan

Edit� par Springer, 2012

ISBN 10 : 3642260330 ISBN 13 : 9783642260339

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Cognition-Driven Decision Support for Business Intelligence: Models, Techniques, Systems and Applications (Studies in Computational Intelligence, 238)

Niu, Li; Lu, Jie; Zhang, Guangquan

Edit� par Springer, 2012

ISBN 10 : 3642260330 ISBN 13 : 9783642260339

Neuf Couverture souple

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Cognition-Driven Decision Support for Business Intelligence

Li Niu

Edit� par Springer Berlin Heidelberg Mai 2012, 2012

ISBN 10 : 3642260330 ISBN 13 : 9783642260339

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 252 pp. Englisch. N� de r�f. du vendeur 9783642260339

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Cognition-Driven Decision Support for Business Intelligence

Li Niu|Jie Lu|Guangquan Zhang

Edit� par Springer Berlin Heidelberg, 2012

ISBN 10 : 3642260330 ISBN 13 : 9783642260339

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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Present theoretical models and practical techniques, systems and applications of cognition-driven Decision Support SystemsFirst book to systematically present the theories and technologies of cognitive decision support for Business Intelligence. N� de r�f. du vendeur 5054109

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

Li Niu

Edit� par Springer Berlin Heidelberg, Springer Berlin Heidelberg, 2012

ISBN 10 : 3642260330 ISBN 13 : 9783642260339

Neuf Taschenbuch

Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne

�valuation du vendeur 5 sur 5 �toiles

Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 twoillustrative applications of this system are discussed. N� de r�f. du vendeur 9783642260339

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