Dynamic word correlated topic machine learning model

F Tomasi, Z Dai, M Lalmas-roelleke - US Patent 12,050,872, 2024 - Google Patents
A system implements a dynamic word correlated topic model (DWCTM) to model an
evolution of topic popularity, word embedding, and topic correlation within a set of …

Communications channels in media systems

NB Newell, C Day - US Patent 12,120,193, 2024 - Google Patents
A computing device is programmed to receive, first and second user indicia of interest for
media content. The computing device is further programmed to receive first user data related …

Providing media content based on media element preferences

P Subramanian, NB Newell - US Patent 11,989,223, 2024 - Google Patents
A computing device is programmed to receive data collected from communications of a user.
The computer identifies portions of the collected data including a keyword selected from a …