发明申请
- 专利标题: Soft Co-Clustering of Data
- 专利标题(中): 数据的软共聚集
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申请号: US12133902申请日: 2008-06-05
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公开(公告)号: US20090307049A1公开(公告)日: 2009-12-10
- 发明人: Frank W. Elliott, JR. , Richard Rohwer , Stephen C. Jones , George J. Tucker , Christopher J. Kain , Craig N. Weidert
- 申请人: Frank W. Elliott, JR. , Richard Rohwer , Stephen C. Jones , George J. Tucker , Christopher J. Kain , Craig N. Weidert
- 专利权人: Fair Isaac Corporation
- 当前专利权人: Fair Isaac Corporation
- 主分类号: G06Q10/00
- IPC分类号: G06Q10/00 ; G06Q30/00
摘要:
The subject matter of this specification can be embodied in, among other things, a method that includes accessing a data structure that includes information about purchasers, merchants, and financial transactions between the purchasers and the merchants and generating purchaser clusters. Generating purchaser clusters includes clustering the purchasers based on which purchasers make purchases from the same or similar merchants. Each purchaser cluster adopts associations between purchasers belonging to the purchase cluster and merchants from which these purchasers have made purchases. The method also includes generating merchant clusters, where generating the merchant clusters includes clustering merchants based on which merchants are associated with the same or similar purchase clusters and outputting profile information that characterizes typical purchases associated with one or more of the merchant clusters for use in detecting fraudulent transactions.