Image Processing Using Entigen Constructs for Ambiguous Query Interpretation
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Solution Overview
Problem
Existing data processing systems struggle to effectively generate and utilize knowledge from large volumes of data due to variations in language and regional dialects, leading to inaccuracies in interpreting and expressing knowledge.
Innovation Solution
A computing system utilizing identigen constructs to analyze and interpret data, including the use of identigen entigen intelligence (IEI) modules to extract and generate knowledge from content sources, facilitate content collection, and provide accurate responses to queries.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If pattern recognition techniques and statistical reasoning are used to process text, then the system can handle ambiguities in words, but the accuracy of knowledge interpretation deteriorates due to variations in language and regional dialects
Solution Approach 1:
The patent segments text processing into multiple distinct stages: pattern recognition to identify word structures, statistical reasoning to determine probable meanings, and context analysis to resolve ambiguities. Each stage handles specific aspects of interpretation, allowing the system to maintain accuracy while managing linguistic variations through structured decomposition of the processing task.
2Manufacturing precision
If grammar based techniques are used to analyze word distribution, then the system can identify grammatical structures, but the ability to understand actual word meanings deteriorates due to forcing grammatical operations
Solution Approach 1:
The patent introduces context analysis as an intermediary layer between grammatical structure identification and meaning interpretation. This intermediary stage preserves word meanings by analyzing contextual clues, semantic relationships, and discourse patterns before final interpretation, preventing the loss of meaning that occurs when grammatical operations are applied too rigidly.
Data Source
AI summary
A method performed by a computing device includes determining a set of identigens for each word of a query of a topic to produce sets of identigens. Each set of identigens represents one or more different meanings of a word of the query. The method further includes interpreting, using identigen pairing rules, the sets of identigens to determine a most likely meaning interpretation of the query and produce an excluding query entigen group with an excluding entigen. The method further includes recovering a response entigen group for the query from a knowledge database utilizing the excluding query entigen group. The response entigen group provides a response to the query.