Virtual Holiday Control Using Real-Time Media Personalization
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Solution Overview
Problem
Traditional virtual holiday experiences lack real-time and up-to-date data, resulting in outdated vacation destination representations.
Innovation Solution
A virtual holiday control module generates virtual environments using real-time media from social media networks and public databases, incorporating user preferences and employing null-infused denoising convolutional autoencoders to recreate unavailable preferences.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If traditional virtual holiday experiences are used, then the system is simple and easy to implement, but the data is outdated and not real-time
Solution Approach 1:
The system dynamically adapts to different data sources and user preferences by adjusting the virtual environment generation process in real-time. The virtual holiday control module continuously updates the virtual environment based on current social media data, user feedback, and changing preferences, making the system flexible and responsive rather than static.
Solution Approach 2:
The virtual holiday control module acts as an intermediary between multiple data sources (social media networks, public databases) and the virtual environment generation process. It collects, processes, and integrates data from various sources, then uses generative models to create personalized virtual experiences, mediating between raw data and the final user experience.
2Adaptability or versatility
If real-time media from social media networks is retrieved and used, then the virtual environment is current and personalized, but the data processing complexity increases
Solution Approach 1:
The system uses generative models to create virtual copies and representations of real-world locations, events, and experiences. Instead of directly processing and displaying raw social media data, the virtual holiday control module generates synthesized virtual environments that capture the essence and characteristics of real destinations, events, and cultural experiences in a simplified, interactive format.
Solution Approach 2:
The system changes and adjusts multiple parameters including user preferences, data source selections, virtual environment characteristics, and experience parameters. By dynamically modifying these parameters based on user input and real-time data, the system achieves high personalization and adaptability without requiring complete system redesign for each user scenario.
3Loss of information
If user preferences are incorporated into the virtual itinerary, then the experience is more relevant and engaging, but the processing time and computational resources increase
Solution Approach 1:
The system performs preliminary actions by pre-processing and analyzing user preferences, historical data, and potential virtual experiences before the user actually requests them. The virtual holiday control module prepares personalized itineraries and pre-generates relevant virtual environment components based on anticipated user interests, reducing processing time when users actually access their personalized experiences.
Data Source
AI summary
Techniques are provided for controlling virtual holiday experiences. In one embodiment, the techniques involve receiving a virtual itinerary, wherein the virtual itinerary includes a virtual holiday destination and a user preference, retrieving media of the virtual holiday destination based on the virtual itinerary, wherein the media is retrieved from a social media network or a public media database, generating a virtual environment based on the media, and generating a virtual representative of a user in the virtual environment.