Contextual Image Presentation for Social Media Consolidation
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Solution Overview
Problem
Social media users face challenges in identifying fresh and popular information across multiple platforms due to redundant communications, making it burdensome and detracting from the enjoyment of social media participation.
Innovation Solution
A contextual image presentation system that uses a data mapping module to determine geographical locations and subject categories of social media posts, grouping them and generating visual representations that associate these categories and locations, allowing for real-time updates.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If users access multiple social media platforms to find fresh and popular information, then the variety of information sources increases, but the time and effort required to identify relevant content increases significantly
Solution Approach 1:
The patent combines multiple social media feeds into a single unified stream, merging content from different platforms and communities into one consolidated view that automatically filters and prioritizes relevant information
Solution Approach 2:
The system introduces an intermediary filtering layer between multiple social media platforms and the user, which processes and consolidates content from various sources before presentation, eliminating the need for users to manually navigate each platform
2Loss of information
If users manually filter redundant communications across multiple platforms, then information quality improves, but the operational complexity and user burden increase
Solution Approach 1:
The system performs automatic filtering and consolidation of social media content without requiring user intervention, with the algorithm independently identifying and removing redundant communications while preserving valuable information
Solution Approach 2:
The patent replaces manual filtering operations with an automated computational system that uses algorithms to identify, filter, and prioritize content, substituting mechanical user effort with automated information processing
3Quantity of substance
If social media content is presented in traditional feed format, then all communications are visible, but the overwhelming amount of redundant content reduces user enjoyment
Solution Approach 1:
The system extracts and removes redundant communications from the social media feed, isolating and eliminating duplicate or low-value content while preserving and highlighting fresh and popular information
Data Source
AI summary
There are provided contextual image presentation systems and methods. Such a system includes a hardware processor and a system memory having stored therein a contextual image generator including a data mapping module and a data visualization module. The contextual image generator receives social media data describing social media posts, determines a geographical location corresponding to at least some of the social media posts, and identifies a subject category corresponding respectively to each of the social media posts. In addition, the contextual image generator groups the social media posts into social media collections based on at least one of the subject category and the geographical location corresponding to each social media post. The contextual image generator further generates a contextual image that visually associates at least one of the social media collections with the subject category and/or the geographical location used to group that social media collection.