US 12,561,366 B2 · Real-time micro-profile generation using a dynamic tree structure

Abstract

Real-time micro-profile generating using a dynamic tree structure is provided. A system receives a first voice query. The system generates, from historical searches related to the first voice query, a first pivot point in a tree structure for the first voice query having child nodes. The system outputs an audio prompt to request selection of one of the child nodes. The system receives, responsive to the audio prompt, a voice input with a selection of a first child node. The system generates, from historical searches related to the first child node, a second pivot point in the tree structure including grandchild nodes. The system determines, based on a resource reduction policy, to generate a checkpoint to reduce additional child node generation. The system builds, based on a response to the checkpoint, a micro-profile for the electronic account identifier with the tree structure.

Claims20

Dependent claims

A system for dynamic tree structure generation, comprising:

a data processing system comprising memory and one or more processors to:
receive a first query detected via a sensor associated with an electronic account identifier;
generate, from historical searches related to the first query executed by a plurality of computing devices, a first pivot point in a tree structure for the first query comprising a plurality of child nodes;
output a prompt to request selection of one of the plurality of child nodes;
receive, responsive to the prompt, an input comprising a selection of a first child node of the plurality of child nodes;
generate, from historical searches related to the first child node, a second pivot point in the tree structure comprising a plurality of grandchild nodes;
determine, based on a resource reduction policy, to generate a checkpoint to reduce additional child node generation;
and
build, based on a response to the checkpoint, a micro-profile for the electronic account identifier with the tree structure.

6 more elements

A method for dynamic tree structure generation, comprising:

receiving, by a data processing system comprising memory and one or more processors, a first query detected via a sensor associated with an electronic account identifier;
generating, by the data processing system, from historical searches related to the first query executed by a plurality of computing devices, a first pivot point in a tree structure for the first query comprising a plurality of child nodes;
outputting, by the data processing system, a prompt to request selection of one of the plurality of child nodes;
receiving, by the data processing system responsive to the prompt, an input comprising a selection of a first child node of the plurality of child nodes;
generating, by the data processing system, from historical searches related to the first child node, a second pivot point in the tree structure comprising a plurality of grandchild nodes;
determining, by the data processing system based on a resource reduction policy, to generate a checkpoint to reduce additional child node generation;
and
building, by the data processing system based on a response to the checkpoint, a micro-profile for the electronic account identifier with the tree structure.

5 more elements

Dependencies are inferred from the claim text.

Real-time micro-profile generation using a dynamic tree structure

Life of this patent

Real-time micro-profile generation using a dynamic tree structure

Life of this patent

Abstract

Claims20