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:
Sep. 24, 2024
Filed:
Sep. 07, 2021
Experian Information Solutions, Inc., Costa Mesa, CA (US);
Kevin Chen, San Diego, CA (US);
Mason Carpenter, Richmond, VA (US);
Shanji Xiong, San Diego, CA (US);
Honghao Shan, San Diego, CA (US);
Hua Li, San Diego, CA (US);
Olcay Boz, San Diego, CA (US);
Zhixuan Wang, Irvine, CA (US);
Experian Information Solutions, Inc., Costa Mesa, CA (US);
Abstract
The features relate to artificial intelligence directed detection of user behavior based on complex analysis of user event data including language modeling to generate distributed representations of user behavior. Further features are described for reducing the amount of data needed to represent relationships between events such as transaction events received from card readers or point of sale systems. Machine learning features for dynamically determining an optimal set of attributes to use as the language model as well as for comparing current event data to historical event data are also included.