Visual data mining: Recognizing telephone calling fraud

被引：48
|
作者：
Cox, KC [1 ]
Eick, SG [1 ]
Wills, GJ [1 ]
Brachman, RJ [1 ]
机构：
[1] AT&T Bell Labs, Lucent Technol, Naperville, IL 60566 USA
来源：
DATA MINING AND KNOWLEDGE DISCOVERY | 1997年 / 1卷 / 02期
关键词：
visualization; fraud; information discovery; interaction; telecommunications data mining;
D O I：
10.1023/A:1009740009307
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Human pattern recognition skills me remarkable and in many situations far exceed the ability of automated mining algorithms. By building domain-specific interfaces that present information visually, we can combine human detection with machines' far greater computational capacity. We illustrate our ideas by describing a suite of visual interfaces we built for telephone fraud detection.
引用
收藏
页码：225 / 231
页数：7
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