Hereditary Sequence Embedding for Dynamic Digital Media Classification
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Solution Overview
Problem
Conventional search engines and digital media file management systems lack the ability to efficiently organize, classify, and network digital media files across the Internet, leading to inefficiencies in search results, advertising, and copyright management, as they rely on static meta-data that does not contain instructions for search, advertising, or copyright operations.
Innovation Solution
A system and method that embeds hereditary sequences within digital media files, enabling them to self-organize, network, and manage copyright through a dynamic hereditary ontology, allowing for heuristic searching and advertising across the Internet.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If conventional search engines use static meta-data to organize and search digital media files, then the system structure is simple and easy to implement, but the search efficiency and classification accuracy are insufficient
Solution Approach 1:
The patent transforms static meta-data into dynamic hereditary sequences that can self-organize and adapt. The hereditary ontology allows digital media files to dynamically classify and network themselves based on shared sequences, enabling the system to evolve and improve search efficiency automatically without manual intervention.
Solution Approach 2:
The hereditary sequences embedded in digital media files enable self-organization and self-classification. Files automatically network with other files sharing the same hereditary sequences, performing classification and organization functions autonomously without requiring complex external search engine processing.
2Adaptability or versatility
If digital media files use static meta-data without embedded instructions, then the file format is simple and compatible, but the ability to autonomously manage copyright and advertising is lost
Solution Approach 1:
The hereditary sequence serves multiple functions simultaneously: it acts as a unique identifier, a classification key, a copyright management instruction set, and an advertising target selector. This multi-functional element embedded in each file enables autonomous management capabilities without requiring separate systems for each function.
Solution Approach 2:
The hereditary sequences are pre-embedded in digital media files during creation or conversion, containing predetermined instructions for copyright management, advertising, and classification. This preliminary embedding allows files to autonomously execute management functions when encountered by compatible systems, without requiring real-time processing or external instruction sets.
3Measurement precision
If the Internet lacks a classification system for digital media files, then the system is simple and decentralized, but search results and content location are inefficient
Solution Approach 1:
The patent segments the Internet's digital media landscape into classified groups based on hereditary sequences. Each sequence acts as a segment identifier that groups related files together, enabling precise classification and efficient location without requiring a centralized classification authority or complex indexing systems.
Data Source
AI summary
A computer implemented method and apparatus for use in conjunction with mobile, desktop, server devices, Internet-based applications and websites including one or more heuristics for generating a unique hereditary sequence, hereditary key, and hereditary network representing dynamic governing instructions, for a search term, dictionary term, alphabetic letter, number, entity, person, object, computer, mobile device, class, ontology, taxonomy, image, video, document or website.


