FINANCIAL TRANSACTION ANALYSIS USING DIRECTED GRAPHS

Patent №

US 7,769,682

Granted

2010-08-03

Filed 2004

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10778813

A method, computer system, and computer program for determining suspect entities engaged in financial transactions. A focus entity and peripheral entities are selected such that each peripheral entity has financial transactions with F within a period of time that is subsequently partitioned into at least two time intervals. Directed graphs are generated for each time interval. Each directed graph consists of a focus node, a plurality of peripheral nodes, and edges between the focus node and the peripheral nodes. The focus node represents F. Each peripheral node represents one of the peripheral entities. Each edge has a weight that is a function of the financial transaction between F and the peripheral node within the time interval. Out-of-norm edges are determined from the directed graphs using edge-selection criteria. Potential suspect entities are identified from the out-of-norm edges. The suspect entities are determined from the potential suspect entities.

AI classification

Knowledge representation0.99
AI hardware0.86
Planning0.84
Machine learning0.50
Evolutionary computation0.28
Vision0.20
Natural language0.08
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 149970862

Assignors

MOUDGAL, LAKSHIMINARASIMHA Z., MOUDGAL, LAKSHMINARASIMHA

On an employer assignment, the assignors are typically the inventors.

From the same owner

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