US 12,148,057 B2
Dataset distinctiveness modeling
David Craig Andrews, Duvall, WA (US); Deanna Lily Emery, Chicago, IL (US); Melody Denise Litovkin, Redmond, WA (US); Ke Feng, Chicago, IL (US); Stacy P. Chronopoulos, Chicago, IL (US); and Grace Edith Carlson, Issaquah, WA (US)
Assigned to Moat Metrics, Inc., Spokane, WA (US)
Filed by Moat Metrics, Inc., Spokane, WA (US)
Filed on Jun. 3, 2022, as Appl. No. 17/832,345.
Prior Publication US 2023/0394606 A1, Dec. 7, 2023
Int. Cl. G06Q 30/00 (2023.01); G06N 20/00 (2019.01); G06Q 50/18 (2012.01)
CPC G06Q 50/184 (2013.01) [G06N 20/00 (2019.01)] 17 Claims
OG exemplary drawing
 
1. A method, comprising:
receiving first data representing a trademark associated with at least one of a good or service;
receiving second data representing a description of the at least one of the good or the service;
querying a set of databases to determine a first language associated with the trademark, individual ones of the set of databases including words in a given language;
determining that the description of the at least one of the good or the service is in a second language that differs from the first language;
translating the trademark from the first language to the second language;
generating, based at least in part on a translated version of the trademark to the second language, third data including a first vector representation of the first data;
generating fourth data including a second vector representation of the second data;
generating, via a machine learning model trained on feedback and based at least in part on the third data and the fourth data, fifth data indicating a distance between the first vector representation and the second vector representation in a vector space and quantifying a degree of distinctiveness of the trademark in association with the at least one of the good or the service; and
sending, via a network protocol over a network to a user device, a command configured to cause an application on the user device to enable and to display, without user input, a recommendation to change the description of the at least one of the good or the service based on the distance satisfying a threshold distance indicating that the trademark is similar to the description of the at least one of the good or the service.