PROCESS FOR DETERMINATION OF TEXT RELEVANCY

Patent №

US 5,694,592

Granted

1997-12-02

Filed 1995

Owner

UNIVERSITY OF CENTRAL FLORIDA RESEARCH FOUNDATION, INC.

Lab

AI components

6

ml · nlp · vision · speech · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08520027

This is a procedure for determining text relevancy and can be used to enhance the retrieval of text documents by search queries. This system helps a user intelligently and rapidly locate information found in large textual databases. A first embodiment determines the common meanings between each word in the query and each word in the document. Then an adjustment is made for words in the query that are not in the documents. Further, weights are calculated for both the semantic components in the query and the semantic components in the documents. These weights are multiplied together, and their products are subsequently added to one another to determine a real value number(similarity coefficient) for each document. Finally, the documents are sorted in sequential order according to their real value number from largest to smallest value. Another, embodiment is for routing documents to topics/headings (sometimes referred to as faltering). Here, the importance of each word in both topics and documents are calculated. Then, the real value number (similarity coefficient) for each document is determined. Then each document is routed one at a time according to their respective real value numbers to one or more topics. Finally, once the documents are located with their topics, the documents can be sorted. This system can be used to search and route all kinds of document collections, such as collections of legal documents, medical documents, news stories, and patents.

Machine learningNatural languageVisionSpeechPlanningAI hardwareG06F 16/3346G06F 16/3334G06F 16/3344G06F 16/353Y10S 707/99933Y10S 707/99934Y10S 707/99935

AI classification

Natural language1.00
AI hardware1.00
Vision1.00
Machine learning0.97
Planning0.96
Speech0.53
Knowledge representation0.26
Evolutionary computation0.00

Ownership

UNIVERSITY OF CENTRAL FLORIDA RESEARCH FOUNDATION, INC.

assignment · 202340273

From the same owner

© 2026 NYSGPT2525 LLC