Google llc (20240241906). Real-Time Micro-Profile Generation Using a Dynamic Tree Structure simplified abstract
Real-Time Micro-Profile Generation Using a Dynamic Tree Structure
Organization Name
Inventor(s)
Ruxandra Georgiana Davies of Pacific Palisades CA (US)
Scott Tadashi Davies of Pacific Palisades CA (US)
Real-Time Micro-Profile Generation Using a Dynamic Tree Structure - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240241906 titled 'Real-Time Micro-Profile Generation Using a Dynamic Tree Structure
The abstract describes a system that generates real-time micro-profiles using a dynamic tree structure based on voice queries. The system utilizes historical searches to create pivot points in the tree structure, prompting users to select options and building micro-profiles accordingly.
- System generates micro-profiles in real-time using a dynamic tree structure.
- Historical searches inform the creation of pivot points in the tree structure.
- Users are prompted to select options through audio prompts.
- Micro-profiles are built based on user selections and historical data.
- Resource reduction policy is applied to optimize child node generation.
- Micro-profiles are associated with electronic account identifiers.
Potential Applications: This technology can be applied in voice-activated systems, personalized recommendations, and user profiling for targeted marketing.
Problems Solved: Efficient generation of micro-profiles, personalized user experiences, and resource optimization in data processing.
Benefits: Enhanced user engagement, improved search relevance, and streamlined data organization.
Commercial Applications: Title: Real-Time Micro-Profile Generation System This technology can be utilized in customer service platforms, e-commerce websites, and personalized content delivery services.
Prior Art: Researchers can explore existing patents related to voice recognition, data processing, and personalized recommendation systems for further insights.
Frequently Updated Research: Stay informed about advancements in voice recognition technology, data analytics, and user profiling methodologies to enhance the system's capabilities.
Questions about Real-Time Micro-Profile Generation System:
1. How does the system determine the pivot points in the tree structure? The system uses historical searches related to voice queries to generate pivot points in the tree structure.
2. What is the significance of the resource reduction policy in micro-profile generation? The resource reduction policy helps optimize the generation of child nodes in the tree structure, improving efficiency and reducing processing overhead.
Original Abstract Submitted
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.
