An Exploratory Cognitive Business Intelligence System

An exploratory study of Web-based cognitive business intelligence systems (CBIS) is presented in this paper. The underpinning concepts and theories are situation awareness, mental model, and naturalistic decision making (NDM). The CBIS is an extension of the traditional business intelligence system with cognitive orientation. It focuses on developing, enriching, and utilizing the executive's situation awareness, mental models, and other past experience during human-computer interaction, which drives the decision process to approach a naturalistic decision.

[1]  Kathleen M. Carley,et al.  Extracting, Representing, and Analyzing Mental Models , 1992 .

[2]  Feng-Yang Kuo,et al.  Managerial intuition and the development of executive support systems , 1998, Decis. Support Syst..

[3]  Graham Pervan,et al.  A critical analysis of decision support systems research , 2005, J. Inf. Technol..

[4]  E. Salas,et al.  Taking stock of naturalistic decision making , 2001 .

[5]  Sang M. Lee,et al.  An exploratory cognitive DSS for strategic decision making , 2003, Decis. Support Syst..

[6]  Key-Sun Choi,et al.  A Comparison of Collocation-Based Similarity Measures in Query Expansion , 1999, Inf. Process. Manag..

[7]  K.M. Sutcliffe,et al.  The high cost of accurate knowledge , 2003, IEEE Engineering Management Review.

[8]  Mica R. Endsley,et al.  Toward a Theory of Situation Awareness in Dynamic Systems , 1995, Hum. Factors.

[9]  Ingemar J. Cox,et al.  Comparing relevance feedback algorithms for web search , 2005, WWW '05.

[10]  Yuzuru Tanaka,et al.  Topic-oriented query expansion for web search , 2006, WWW '06.

[11]  Marilyn Jager Adams,et al.  Situation Awareness and the Cognitive Management of Complex Systems , 1995, Hum. Factors.

[12]  Jianying Wang,et al.  A corpus analysis approach for automatic query expansion and its extension to multiple databases , 1999, TOIS.

[13]  Ralph Bergmann,et al.  Experience Management: Foundations, Development Methodology, and Internet-Based Applications , 2002 .

[14]  Christer Carlsson,et al.  Past, present, and future of decision support technology , 2002, Decis. Support Syst..

[15]  Marti A. Hearst Untangling Text Data Mining , 1999, ACL.

[16]  Ching-Huei Chen,et al.  The design of a web-based cognitive modeling system to support ill-structured problem solving , 2006, Br. J. Educ. Technol..

[17]  Kip Smith,et al.  Situation Awareness Is Adaptive, Externally Directed Consciousness , 1995, Hum. Factors.

[18]  Evgeniy Gabrilovich,et al.  Feature Generation for Text Categorization Using World Knowledge , 2005, IJCAI.

[19]  Richard T. Watson,et al.  EIS support for the strategic management process , 2002, Decis. Support Syst..

[20]  Evgeniy Gabrilovich,et al.  Overcoming the Brittleness Bottleneck using Wikipedia: Enhancing Text Categorization with Encyclopedic Knowledge , 2006, AAAI.