Procedural Digital Object Generation for Social Media Identity
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Solution Overview
Problem
Social media platforms do not effectively utilize Web 3.0 features, leading to a lack of engagement and turnover of digital objects, which is not ideal for creators, and existing methods for generating unique digital objects often result in similarity due to reuse of preset elements.
Innovation Solution
Implementing a time-based leaderboard to incentivize users to hold digital objects longer and using procedurally generated digital objects based on user-specific parameters, which allows for unique and personalized creations by submitting individual input, validated to prevent duplication, and utilizing few-shot models for graphic feature identification and emoji sequence IDs for wallet address representation.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If preset elements are reused for generating digital objects, then generation efficiency is improved, but uniqueness and personalization deteriorate
Solution Approach 1:
The system pre-generates a comprehensive library of graphic features, colors, and design elements before user interaction. These preliminary prepared elements are then combined through procedural generation algorithms to create unique digital objects, achieving both efficiency through pre-preparation and uniqueness through dynamic combination
Solution Approach 2:
Digital objects are decomposed into discrete graphic features, color palettes, and design components that can be independently selected and recombined. This segmentation allows the system to mix and match pre-generated elements in novel configurations, maintaining efficiency while achieving versatility and uniqueness
2Ease of operation
If users can freely create and trade digital objects, then user engagement is improved, but digital object turnover increases which is not ideal for creators
Solution Approach 1:
The system implements dynamic rarity scoring that continuously evaluates digital objects based on user interactions, trading history, and collection composition. This dynamic assessment creates evolving value perceptions that encourage users to retain objects with rising rarity scores, balancing engagement freedom with creator interests
Solution Approach 2:
The system provides continuous feedback to users through rarity scores, leaderboard rankings, and collection analysis that highlight the value and uniqueness of their digital objects. This feedback loop creates psychological incentives for retention while maintaining active engagement and trading behavior
3Loss of information
If Web 3.0 features are implemented for tracing digital objects, then transparency and traceability are improved, but system complexity increases
Solution Approach 1:
The system introduces a centralized platform layer that mediates between users and the underlying blockchain infrastructure. This intermediary handles complex Web 3.0 operations including wallet management, transaction tracking, and provenance recording, providing transparency benefits while shielding users from system complexity
Solution Approach 2:
The platform implements a universal digital object system that handles multiple functions including creation, trading, collecting, and provenance tracking through a single integrated interface. This multi-functional approach consolidates complex Web 3.0 capabilities into one system, improving traceability while managing complexity through unification
Data Source
AI summary
Disclosed herein is a social media platform profile identification feature. Social media profiles are identified by digital objects instead of or in addition to more traditional indexing methods such as real names or screen names. Associating a digital object as a Social Media avatar, or as a profile detail enables the social media platform to index the digital object and enable users to search for the subject user with the digital object or descriptions thereof. A digital object generator builds unique digital objects based on the user specific input. The unique digital objects are part of a graphic presentation to users.


