Truncated Location Content Quality via Image Conversion
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Solution Overview
Problem
Location-related content, such as truncated latitude-longitude values, often compromises user privacy and reduces the accuracy of location estimates, affecting personalized messaging and content delivery services.
Innovation Solution
The process involves converting truncated location-related content into an image using signal processing approaches, increasing image resolution, interpolating additional pixels, and scaling back to the original size to improve location estimates while maintaining user privacy.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Object-affected harmful factors
If location-related content is truncated to protect user privacy, then user privacy is improved, but location estimate accuracy deteriorates
Solution Approach 1:
The patent creates a visual representation (image) that copies the spatial distribution pattern of truncated location data. By converting latitude-longitude coordinates into a visual matrix where pixel intensity represents location density, the system preserves the essential spatial information needed for personalized messaging while the actual coordinate precision remains protected through truncation.
Solution Approach 2:
The patent transforms one-dimensional truncated coordinate data into two-dimensional visual space. By mapping location data onto a grid of pixels, the system adds a visual dimension that enables interpolation and resolution enhancement without reversing the privacy-protecting truncation of the original coordinate data.
2Object-affected harmful factors
If location-related content is truncated to protect user privacy, then user privacy is improved, but quality of location-related content deteriorates
Solution Approach 1:
The system creates a visual copy of the truncated location data that preserves spatial patterns and relationships. This visual representation maintains the reliability needed for content delivery by preserving the essential distribution characteristics, while the underlying truncated coordinates continue to protect user privacy.
Solution Approach 2:
The visual representation serves as an intermediary between the truncated location data and the content delivery system. It translates the privacy-protected but low-quality coordinate data into a visual format that enables accurate spatial analysis and personalized messaging without requiring the original high-precision coordinates.
3Measurement precision
If image resolution is increased to improve location estimates, then location estimate accuracy is improved, but processing complexity increases
Solution Approach 1:
The patent performs the image conversion and resolution enhancement as a preliminary processing step before content delivery. By pre-computing the high-resolution visual representation from the truncated coordinates, the system prepares location data in an optimized format that simplifies subsequent analysis and messaging operations.
Solution Approach 2:
The patent replaces complex coordinate processing operations with image processing operations. Instead of manipulating truncated latitude-longitude values directly, the system converts the data into a visual matrix and uses image interpolation techniques to enhance resolution, which are more computationally efficient and easier to implement.
Data Source
AI summary
Briefly, example methods, apparatuses, and/or articles of manufacture are disclosed that may be implemented, in whole or in part, using one or more computing devices to facilitate and/or support one or more operations and/or techniques for improving quality of location-related content, such as truncated location-related content, for example, while preserving and/or maintaining user privacy.