NFT Token Access Automation Using Descriptor Clustering
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Solution Overview
Problem
Existing blockchain systems lack efficient automation for generating and maintaining descriptors of content and users, particularly in NFT platforms, leading to inefficiencies in token management and access control.
Innovation Solution
Implementing systems and techniques for generating and maintaining descriptors of content and users through clustering algorithms, using metadata and user profiles to determine personalized token-directed actions, including smart contracts and trust levels, to govern future token access and manage NFTs across multiple blockchains.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Extent of automation
If manual processes are used for generating and maintaining descriptors of content and users, then system complexity is reduced, but productivity and automation level deteriorate
Solution Approach 1:
The system enables automated self-service through smart contracts that automatically execute token access control and NFT management operations based on predefined rules, eliminating the need for manual intervention in descriptor generation and maintenance while maintaining system organization
Solution Approach 2:
The patent introduces an intermediary automated system that mediates between blockchain transactions and descriptor management, using clustering algorithms and smart contracts to automatically generate and maintain content and user descriptors without direct human involvement, thus improving automation while managing complexity through structured intermediation
2Adaptability or versatility
If generic token management is used, then ease of operation is improved, but adaptability to personalized user needs and content categories deteriorates
Solution Approach 1:
The system applies local quality by creating customized token access control rules and descriptor characteristics for different user profiles and content categories, allowing personalized management adaptations while maintaining standardized operational procedures through smart contract automation
Solution Approach 2:
The patent implements preliminary action by pre-configuring smart contracts with clustering algorithms and access control rules before token operations, enabling personalized token management to be automatically executed based on predefined user profiles and content categories, thus achieving adaptability without increasing operational complexity
Data Source
AI summary
Systems and techniques for enabling the automation of blockchain processes within an NFT platform, through structures and techniques for generating and maintaining descriptors of content and users, are illustrated. One embodiment includes a method for selecting personalized token-directed actions. The method determines a tag including metadata associated with a token. The method determines a profile associated with a user, wherein the user is at least one of an owner of the token and a content creator associated with the token. The method performs a clustering based at least one of the tag and the profile, wherein the clustering includes a collection of tokens sorted according to at least one of shared categories of tokens and shared categories of token users. The method identifies an action corresponding to the token, based on the clustering, wherein the action governs future token access by the user. The method initiates the action.