US 11,954,158 B1
Unsupervised user segment discovery system
Mohammad Reza Loghmani, Paris (FR); and Mouad Antari, New York, NY (US)
Assigned to Content Square SAS, Paris (FR)
Filed by Content Square SAS, Paris (FR)
Filed on Jun. 15, 2023, as Appl. No. 18/210,206.
Application 18/210,206 is a continuation of application No. 18/131,173, filed on Apr. 5, 2023.
Application 18/131,173 is a continuation of application No. 17/977,392, filed on Oct. 31, 2022, granted, now 11,625,442.
This patent is subject to a terminal disclaimer.
Int. Cl. G06F 16/951 (2019.01); G06F 16/904 (2019.01); G06F 16/906 (2019.01); G06F 40/30 (2020.01)
CPC G06F 16/951 (2019.01) [G06F 16/904 (2019.01); G06F 16/906 (2019.01); G06F 40/30 (2020.01)] 20 Claims
OG exemplary drawing
 
1. A computer-implemented method, comprising:
generating, for each of a plurality of sessions, a session representation indicating an order through which a user navigated through a plurality of webpages during the session;
generating a plurality of clusters by clustering the session representations based on similarity between session representations;
determining an optimal number of clusters based on key performance indicators corresponding to each cluster of the plurality of clusters; and
generating a natural language description for each cluster of the optimal number of clusters based on the key performance indicators associated with each cluster.