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Titlebook: Cognition-Driven Decision Support for Business Intelligence; Models, Techniques, Li Niu,Jie Lu,Guangquan Zhang Book 2009 Springer-Verlag B

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發(fā)表于 2025-3-21 17:12:55 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Cognition-Driven Decision Support for Business Intelligence
副標題Models, Techniques,
編輯Li Niu,Jie Lu,Guangquan Zhang
視頻videohttp://file.papertrans.cn/229/228965/228965.mp4
概述Present theoretical models and practical techniques, systems and applications of cognition-driven Decision Support Systems.First book to systematically present the theories and technologies of cogniti
叢書名稱Studies in Computational Intelligence
圖書封面Titlebook: Cognition-Driven Decision Support for Business Intelligence; Models, Techniques, Li Niu,Jie Lu,Guangquan Zhang Book 2009 Springer-Verlag B
描述.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
出版日期Book 2009
關鍵詞algorithm; algorithms; business intelligence; cognition; data warehouse; information retrieval; knowledge;
版次1
doihttps://doi.org/10.1007/978-3-642-03208-0
isbn_softcover978-3-642-26033-9
isbn_ebook978-3-642-03208-0Series ISSN 1860-949X Series E-ISSN 1860-9503
issn_series 1860-949X
copyrightSpringer-Verlag Berlin Heidelberg 2009
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沙發(fā)
發(fā)表于 2025-3-21 22:40:48 | 只看該作者
Cognition-Driven Decision Support for Business IntelligenceModels, Techniques,
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地板
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Business Intelligencees of DSS, such as model-driven DSS, communication-driven DSS, and knowledge-driven DSS (Section 1.5.3), BI systems suffer from lack of cognitive decision support, despite their powerful data analysis functions. This chapter will discuss the basic BI concepts, architecture and some vendors’ BI produ
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Cognition-Driven Decision Processesates IS artifacts into the human cognitive process. In this sense, decision making is an integral process comprised of the human cognitive process as well as IS functionality. We use the term . (CDDP) to denote such a decision making process. In this chapter, a conceptual framework is presented in S
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Natural Language Processing for Situation Awareness describe their SA using a natural language (English) and input SA descriptions into the system. This feature makes it easier for managers to interact with the system and develop their SA for decision making. SA descriptions are comprised of SA sentences. A syntactic parser is used to chunk down SA
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