Patent ID: 11915293
Assignee: CAPITAL ONE SERVICES, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 14:
15. An apparatus, comprising:
a processor; and
a memory storing instructions which when executed by the processor cause the processor to:
receive a first data set and a second data set from a corpus of one or more expert automobile reviews, the first data set and the second data set comprising generic text related to a plurality of automobile makes and models and specific text related to at least one feature of at least one of the plurality of automobile makes and models, wherein the generic text of the corpus of one or more expert automobile reviews is related to the specific text of the corpus of the one or more expert automobile reviews;
train, by at least one computer processor, a machine learning model (MLM) based on at least the first data set;
generate, by the MLM, a respective probability distribution for one or more specific automobile makes and models in relation to generic automobile text by analyzing a relationship between the generic text of the corpus of one or more expert automobile reviews and the specific text of the corpus of one or more expert automobile reviews;
receive a third data set comprising a generic automobile text, the generic automobile text comprising a preference of an account; and
generate, by the MLM, a recommendation comprising a specific automobile make and model corresponding to the generic automobile text of the third data set, the recommendation based on the probability distribution for the specific automobile make and model.