Personalized car recommendations based on customer web traffic
AssigneeCapital One Services, LLC
InventorsMicah PRICE, Qiaochu TANG, Jason HOOVER, Geoffrey DAGLEY, Avid GHAMSARI
Life of this patent
Estimating the term…
Abstract
One or more embodiments are generally directed to techniques to provide specific vehicle recommendations. Various techniques, methods, systems, and apparatuses include utilizing user web-traffic and/or one or more tags generated by application of a machine learning model to a data source, where the data source may include language with respect to one or more automobiles or vehicles, to provide a recommendation for a particular automobile.
Claims20
A method, comprising:
- comparing, by a processor, one or more automobile terms to a plurality of automobile tags to identify a subset of a plurality of automobile makes and models, wherein the automobile terms are associated with a plurality of web pages and a plurality of search queries, wherein the plurality of automobile tags are generated based on a term frequency model applied to a plurality of terms in a corpus of reviews of a plurality of automobiles;
- and
- transmitting, by the processor, a suggestion based on the comparison to a requesting device, the suggestion comprising at least one of:
- (i) a particular automobile of the subset of automobile makes and models, or (ii) a subset of the plurality of tags associated with the subset of automobile makes and models.
A system, comprising:
- a processor;
- and
- a memory storing instructions that when executed by the processor cause the processor to:
- compare one or more automobile terms to a plurality of automobile tags to identify a subset of a plurality of automobile makes and models, wherein the automobile terms are associated with a plurality of web pages and a plurality of search queries, wherein the plurality of automobile tags are generated based on a term frequency model applied to a plurality of terms in a corpus of reviews of a plurality of automobiles;
- and
- transmit a suggestion based on the comparison to a requesting device, the suggestion comprising at least one of:
- (i) a particular automobile of the subset of automobile makes and models, or (ii) a subset of the plurality of tags associated with the subset of automobile makes and models.
A non-transitory computer-readable storage medium storing computer-readable program code executable by a processor to cause the processor to:
- compare one or more automobile terms to a plurality of automobile tags to identify a subset of a plurality of automobile makes and models, wherein the automobile terms are associated with a plurality of web pages and a plurality of search queries, wherein the plurality of automobile tags are generated based on a term frequency model applied to a plurality of terms in a corpus of reviews of a plurality of automobiles;
- and
- transmit a suggestion based on the comparison to a requesting device, the suggestion comprising at least one of:
- (i) a particular automobile of the subset of automobile makes and models, or (ii) a subset of the plurality of tags associated with the subset of automobile makes and models.
Dependencies are inferred from the claim text.