Conference Papers
1. Niu, L., J. Lu, and G. Zhang, Enriching executives' situation awareness and mental models: a conceptual ESS framework, in 9th International Conference on Enterprise Information Systems. 2007: Funchal, Madeira, Portugal.
2. Niu, L., J. Lu, and G. Zhang, Cognition-driven decision support system framework, in the First International Conference on Risk Analysis and Crisis Response 2007, Atlantis Press Shanghai, China.
3. Niu, L., et al., An exploratory cognitive business intelligence system, in the 2007 IEEE / WIC /ACM International Conference on Web Intelligence. 2007, IEEE: Silicon Valley, USA.
4. Niu, L., Lu, J. & Zhang, G. 2007, 'Cognitive orientation in business intelligence systems', in D. Ruan & F. Hardeman (eds), Intelligent Decision and Policy Making Support Systems, Springer.
5. Niu, L., J. Lu, and G. Zhang, Improved business intelligence analytics on manager’s experience, in the 2008 IEEE Congress on Evolutionary Computation (IEEE CEC 2008) 2008, IEEE: Hong Kong.
6. Niu, L. and G. Zhang, A model of cognition-driven decision process for business intelligence, in The 2008 IEE/WIC/ACM International Conference on Web Intelligence. 2008: Sydney, Australia.
Monograph
Niu, L. , J. Lu, and G. Zhang, Cognition-Driven Decision Support for Business Intelligence: A Model and Techniques, Springer Verlag, to be appeared Later 2009
Current BI technology mainly focuses on data-intensive analytics. New generation of BI technology will be more concerned with decision-making support on cognitive orientation. This research project is developing related theories, framework, and technologies through combining data warehousing, data mining, cognitive psychology, knowledge management, and decision making theories to facilitate cognitive business intelligence.
LI NIU (PhD in Computing Science)
ollieniu@hotmail.com
Senior Research Associate at the Faculty of Information Technology
University of Technology, Sydney
Senior Research Associate at the Faculty of Information Technology
University of Technology, Sydney
RESEARCH INTERESTS
Business intelligence
Situation awareness
Mental models
Data warehouse
Data mining
Decision support system
Executive support system
Cognitive psychology in information systems
Situation awareness
Mental models
Data warehouse
Data mining
Decision support system
Executive support system
Cognitive psychology in information systems
RESUME
CURRENT RESEARCH PROJECT
PUBLICATIONS
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