The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Nov. 21, 2023
Filed:
May. 05, 2020
International Business Machines Corporation, Armonk, NY (US);
Eugene I. Kelton, Mechanicsburg, PA (US);
Brandon Harris, Union City, NJ (US);
Willie R. Patten, Jr., Hurdle Mills, NC (US);
Eliza Salkeld, Raleigh, NC (US);
Russell Gregory Lambert, Wake Forest, NC (US);
Yi-Hui Ma, Mechanicsburg, PA (US);
Shuyan Lu, Durham, NC (US);
Shanna Hayes, Cary, NC (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
Computer vision and deep learning techniques are leveraged to detect behavior patterns in transaction histories. A transaction timeline is built for a series of transactions, e.g., financial, and a graphic image is constructed representing the transaction timeline. The graphic image is then matched to a known behavior pattern using a cognitive system. The cognitive system is trained with historical timeline images having associated labels. In one example the graphic image is a bar chart and each financial transaction is represented as a bar in the bar chart having a height proportional to a transaction amount, the bar being located along a time axis of the bar chart according to the transaction date and being color coded according to the transaction type.