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公开(公告)号：US10528958B2
公开(公告)日：2020-01-07
申请号：US14829219
申请日：2015-08-18
Applicant: MasterCard International Incorporated
Inventor： Peng Yang , Wally Lo Faro , Ravi S. Arvapally , Chris J. Merz
IPC: G06Q30/02 , G06Q20/12 , G06Q20/38 , G06Q20/40 , G06F16/901
Abstract: A method of generating graph data components stored in a graph database is provided. The method is implemented using a graph component generator computing device in communication with a memory. The method comprises receiving transaction data from a relational database, wherein transaction data is derived from transactions, processed by a payment processor, between a first merchant of a plurality of merchants and a first cardholder of a plurality of cardholders, defining a graph including creating at least a first node representing at least the first merchant and a second node representing the first cardholder, identifying at least one relationship between at least two nodes including the first node and the second node in the graph based, at least in part, on transaction data common to the at least two nodes, and generating at least one edge between the at least two nodes, representing a new relationship between the at least two nodes.
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2.发明申请SYSTEMS AND METHODS FOR GENERATING RELATIONSHIPS VIA A PROPERTY GRAPH MODEL 审中-公开通过物业图形模型生成关系的系统和方法公开(公告)号：US20170053294A1
公开(公告)日：2017-02-23
申请号：US14829219
申请日：2015-08-18
Applicant: MasterCard International Incorporated
Inventor： Peng Yang , Wally Lo Faro , Ravi S. Arvapally , Chris J. Merz
Abstract: A method of generating graph data components stored in a graph database is provided. The method is implemented using a graph component generator computing device in communication with a memory. The method comprises receiving transaction data from a relational database, wherein transaction data is derived from transactions, processed by a payment processor, between a first merchant of a plurality of merchants and a first cardholder of a plurality of cardholders, defining a graph including creating at least a first node representing at least the first merchant and a second node representing the first cardholder, identifying at least one relationship between at least two nodes including the first node and the second node in the graph based, at least in part, on transaction data common to the at least two nodes, and generating at least one edge between the at least two nodes, representing a new relationship between the at least two nodes.
Abstract translation: 提供了一种生成图形数据库中存储的图形数据组件的方法。 该方法使用与存储器通信的图形组件生成器计算设备来实现。 该方法包括从关系数据库接收交易数据，其中交易数据从交易处理，由支付处理器处理，在多个商户的第一商家和多个持卡人之间的第一持卡人之间，定义图形，包括在 至少第一节点至少代表第一商户和第二节点，代表第一持卡人，至少部分地基于交易数据来识别包括图中的第一节点和第二节点的至少两个节点之间的至少一个关系 所述至少两个节点共用，并且在所述至少两个节点之间生成表示所述至少两个节点之间的新关系的至少一个边缘。
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公开(公告)号：US10650391B2
公开(公告)日：2020-05-12
申请号：US15652533
申请日：2017-07-18
Applicant: MASTERCARD INTERNATIONAL INCORPORATED
Inventor： Peng Yang , Ravi S. Arvapally , Wally F. Lo Faro , Kamalesh V. Rao
Abstract: A system and a method that determine movement of one or more individuals or populations of individuals are provided. A residential zip code of an individual is determined. Long-term movements are identified. Short-term movements are identified. The long-term and short-term movements are classified. Anonymization removes personally identifying information of the individual. The short-term movements and long-term movements are aggregated by creating source-target zip code pairs. A population movement database is generated. The population movement database is accessible by a user device that has credentials allowing access.
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