Niu, L: Cognition-Driven Decision Support for Business Intel

Name: Niu, L: Cognition-Driven Decision Support for Business Intel
Brand: Springer Berlin, Springer-Verlag GmbH
SKU: 19746676
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(Sprache: Englisch)

Autoren: Li Niu , Jie Lu , Guangquan Zhang

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Niu, L: Cognition-Driven Decision Support for Business Intel, Li Niu, Jie Lu, Guangquan Zhang

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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.

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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.

Inhaltsverzeichnis zu „Niu, L: Cognition-Driven Decision Support for Business Intel “

Concepts.- Decision Making and Decision Support Systems.- Business Intelligence.- Managerial Cognition.- Cognition in Business Decision Support Systems.- Models.- Cognition-Driven Decision Processes.- Techniques.- Domain Knowledge Representation and Processing.- Natural Language Processing for Situation Awareness.- Data Warehouse Query Construction and Situation Presentation.- Systems and Applications.- A Cognition-Driven Decision Support System: FACETS.- Evaluation of Algorithms and FACETS.- Application Cases of FACETS.

Bibliographische Angaben

Autoren: Li Niu , Jie Lu , Guangquan Zhang
XII, 237 Seiten, Masse: 16,7 x 24,2 cm, Gebunden, Englisch
Verlag: Springer Berlin
ISBN-10: 3642032079
ISBN-13: 9783642032073
Erscheinungsdatum: 14.09.2009

Sprache:

Englisch

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