Improved Business Intelligence Analytics on Manager's Experience

被引：0
|
作者：
Niu, Li [1 ]
Lu, Jie [1 ]
Zhang, Guangquan [1 ]
机构：
[1] Univ Technol Sydney, Fac Informat Technol, Sydney, NSW 2007, Australia
来源：
2008 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-8 | 2008年
关键词：
business intelligence; experience management; mental models; decision support system;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Current business intelligence (BI) systems bring the manager with powerful data analysis functions. However the manager is either limited to predefined queries or feels lost within torrents of data. Thus, decision making is still a task with high cognitive load. BI analytics are based on queries into the data warehouse. Rather than predefining queries or less guided ad hoc analysis, we use the manager's experience, together with decision problem statement, business ontology and heuristics to automatically construct data retrieval queries. Our method is expected to provide the manager better decision support on cognitive orientation.
引用
收藏
页码：726 / 730
页数：5
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