Virtual Docent System for Personalized Venue Content
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Solution Overview
Problem
Current media delivery systems in venues such as museums and theme parks lack personalization, failing to adapt content in real-time to individual user preferences and locations, resulting in a monolithic and non-interactive experience.
Innovation Solution
A virtual docent system utilizing AI and neural networks to identify users, compile knowledge on venue points of interest, detect user preferences and locations, and generate customized audio, visual, or tactile content, which is updated in real-time, and presented through avatars or handheld devices.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If a virtual docent system with AI and neural networks is implemented to provide personalized content, then user engagement and personalization are improved, but device complexity and system resources increase
Solution Approach 1:
The patent introduces a virtual docent system comprising a processor and memory that acts as an intermediary between the user and the venue information. This virtual docent compiles knowledge about points of interest, detects user preferences and locations, and generates customized content, thereby managing the complexity internally while presenting a simplified personalized interface to users.
Solution Approach 2:
The system segments the complex task of information delivery into distinct functional modules: a knowledge compilation module that gathers information about points of interest, a user preference detection module that identifies user characteristics, a location detection module that tracks user position, and a content generation module that creates customized content. This segmentation manages complexity by organizing functions into separate, manageable components.
2Ease of operation
If real-time content updates are provided based on user location and preferences, then user experience quality is improved, but processing time and computational resources increase
Solution Approach 1:
The virtual docent system performs preliminary actions by compiling knowledge about points of interest in advance and storing it in its memory. When a user approaches a point of interest, the system already has the relevant information ready, eliminating the need for real-time data gathering and reducing processing time during actual content delivery.
Solution Approach 2:
The system dynamically adjusts content generation based on real-time user location and detected preferences, while leveraging pre-compiled knowledge to maintain rapid response. The balance between pre-processing information and real-time adaptation allows the system to provide personalized content without excessive processing delays.
3Measurement precision
If multiple detection methods are used to identify user preferences and locations, then accuracy of personalization is improved, but device complexity increases
Solution Approach 1:
The patent merges multiple detection functions into a single integrated virtual docent system. The processor combines location detection, preference detection, and knowledge compilation into one unified system that manages all detection operations centrally, reducing overall system complexity while maintaining the benefits of multiple detection methods.
Data Source
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AI summary
A system for providing customized content includes a recognition device configured to identify a user and the presence of the user at a venue. A virtual docent system including a neural network is in communication with the recognition device. The virtual docent system is configured to compile a body of knowledge for the point of interest of the venue and user preferences for the user. A location of the user in the venue is determined with respect to the point of interest. Custom content is generated for the user based on the compiled body of knowledge, the identified user preferences, and the detected location of the user. The generated custom content is updated concurrently with the presence of the user at the venue. The custom content is presented to the user. The presented custom content includes at least one of audio, visual or tactile content.